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Audio and Acoustics Research Group

论文与出版物

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- Audio Entailment: Assessing Deductive Reasoning for Audio Understanding
  
  Soham Deshmukh, Shuo Han, Hazim T. Bukhari, Benjamin Elizalde, Hannes Gamper, Rita Singh, Bhiksha Raj
  
  AAAI Conference on Artificial Intelligence | April 2025
  
  PDF
- Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation
  
  Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White
  
  ICASSP | April 2025
  
  Publication 项目
- Distillation and Pruning for Scalable Self-Supervised Representation-Based Speech Quality Assessment
  
  Benjamin Stahl, Hannes Gamper
  
  2025 International Conference on Acoustics, Speech, and Signal Processing | April 2025
  
  PDF
- Ultra-Low Latency Speech Enhancement -A Comprehensive Study
  
  Haibin Wu, Sebastian Braun
  
  2025 International Conference on Acoustics, Speech, and Signal Processing | April 2025
  
  Publication 项目
- Automated Feature Engineering for Single-Trial EEG and Eye-Tracking Classification in Predictive Text Interfaces
  
  Ard Kastrati, R. Michael Winters, Nemanja Djuric, Ivan Tashev, Yu-Te Wang
  
  13th International Winter Conference on Brain-Computer Interface (BCI) | February 2025
  
  Publication 项目
- Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
  
  Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
  
  International Conference on Multimodal Interaction | November 2024
  
  Publication 项目
- CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling
  
  Ruihan Yang, Hannes Gamper, Sebastian Braun
  
  AVGenL: Audio-Visual Generation and Learning (workshop at ECCV 2024) | September 2024
  
  Publication
- Domain mismatch and data augmentation in speech emotion recognition
  
  Dimitra Emmanouilidou, Hannes Gamper, Midia Yousefi
  
  SMM24, Interspeech Workshop on Speech, Music and Mind 2024 | September 2024
  
  Publication 项目
- Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data
  
  Eloi Moliner, Sebastian Braun, Hannes Gamper
  
  International Workshop on Acoustic Signal Enhancement (IWAENC) 2024 | September 2024
  
  Publication
- Multi-label audio classification with a noisy zero-shot teacher
  
  Sebastian Braun, Hannes Gamper
  
  International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2024
  
  Publication 项目
- PAM: Prompting Audio-Language Models for Audio Quality Assessment
  
  Soham Deshmukh, Dareen Alharthi, Benjamin Elizalde, Hannes Gamper, Mahmoud Al Ismail, Rita Singh, Bhiksha Raj, Huaming Wang
  
  Interspeech | September 2024
  
  PDF
- Workload estimator using EEG and eye-tracking
  
  Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp
  
  EMBC 2024 | July 2024
  
  Publication 项目
- Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface
  
  Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock
  
  IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, 第 32 卷: pp. 2209-2219
  
  Publication 项目
- Adapting Frechet Audio Distance for Generative Music Evaluation
  
  Azalea Gui, Hannes Gamper, Sebastian Braun, Dimitra Emmanouilidou
  
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2024
  
  Best student paper award at IEEE ICASSP 2024
  
  Preprint 视频
- Training Audio Captioning Models without Audio
  
  Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
  
  2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
  
  PDF
- EEG and Eye-Tracking Error-Related Responses During Predictive Text Interactions: A BCI Case Study
  
  Sophia K. Mehdizadeh, Ed Cutrell, R. Michael Winters, Nemanja Djuric, Yang Cheng, Ivan Tashev, Yu Te Wang
  
  International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC ’23) | December 2023
  
  Publication 项目
- Data Science Education: The Signal Processing Perspective [SP Education]
  
  Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
  
  IEEE Signal Processing Magazine | November 2023, 第 40 卷(7): pp. 89-93
  
  Publication
- TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
  
  25th ACM International Conference on Multimodal Interaction | October 2023
  
  Publication 项目
- Spatio-Temporal Windowing for Encoding Perceptually Salient Early Reflections in Parametric Spatial Audio Rendering
  
  Tobias Jüterbock, Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Stefan Weinzierl
  
  Journal of the Audio Engineering Society | October 2023, 第 71 卷(10)
  
  Publication
- Adaptive Training System
  
  Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges
  
  RAPiD | September 2023
  
  Publication 项目
- Towards a Better Scoring
  
  Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges
  
  RAPiD | September 2023
  
  Publication 项目
- Multi-View Learning for Speech Emotion Recognition
  
  Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
  
  International Conference on Acoustics, Speech and Signal Processing | June 2023
  
  Publication 项目
- Speech MOS multi-task learning and rater bias correction
  
  Haleh Akrami, Hannes Gamper
  
  IEEE ICASSP | June 2023
  
  Publication
- Towards Real-Time Single-Channel Speech Separation in Noisy and Reverberant Environments
  
  Julian Neri, Sebastian Braun
  
  2023 International Conference on Acoustics, Speech, and Signal Processing | June 2023
  
  Preprint 项目
- Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
  
  CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Finalist – Best Interactivity Demo
  
  DOI 项目
- On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
  
  Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2023
  
  Publication 项目
- Acoustics as a guide to welding quality
  
  Dimitra Emmanouilidou
  
  The Journal of the Acoustical Society of America | December 2022, 第 152 卷(4): pp. A142
  
  DOI
- Spatial audio signal processing for binaural reproduction of recorded acoustic scenes – review and challenges
  
  Boaz Rafaely, Vladimir Tourbabin, Emanuel Habets, Zamir Ben-Hur, Hyunkook Lee, Hannes Gamper, Lior Arbel, Lachlan Birnie, Thushara Abhayapala, Prasanga Samarasinghe
  
  Acta Acustica | October 2022, 第 6 卷
  
  Publication 项目
- Large-scale simulation of bird localization systems in forests with distributed microphone arrays
  
  Shoken Kaneko, Hannes Gamper
  
  JASA | October 2022, 第 2 卷(10)
  
  Publication
- Modelling the Training Process
  
  Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
  
  IEEE RAPiD | September 2022
  
  Publication 项目
- Predicting score distribution to improve non-intrusive speech quality estimation
  
  Abu Zaher Md Faridee, Hannes Gamper
  
  Interspeech | September 2022
  
  PDF
- Task splitting for DNN-based acoustic echo and noise removal
  
  Sebastian Braun, Maria Luis Valero
  
  IWAENC | September 2022
  
  PDF 项目
- Towards all-purpose full-sphere binaural localization
  
  Shoken Kaneko, Hannes Gamper
  
  IEEE Eusipco | August 2022
  
  PDF 项目
- Toxic Speech and Speech Emotions: Investigations of Audio-based Modeling and Intercorrelations
  
  Wei-Cheng Lin, Dimitra Emmanouilidou
  
  European Signal Processing Conference (EUSIPCO) | August 2022
  
  Publication 项目
- Effect of Noise Suppression Losses on Speech Distortion and ASR Performance
  
  Sebastian Braun, Hannes Gamper
  
  ICASSP | May 2022
  
  Publication 项目
- ICASSP 2022 Acoustic Echo Cancellation Challenge
  
  Ross Cutler, Ando Saabas, Tanel Parnamaa, Marju Purin, Hannes Gamper, Sebastian Braun, Karsten Sorensen, Robert Aichner
  
  ICASSP | May 2022
  
  Publication 项目
- ICASSP 2022 Deep Noise Suppression Challenge
  
  Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
  
  ICASSP | May 2022
  
  Publication 项目
- Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
  
  Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
  
  February 2022
  
  Publication 项目
- Detection of Robocall and Spam Calls using Acoustic Features of Incoming Voicemails
  
  Benjamin Elizalde, Dimitra Emmanouilidou
  
  Proc. Mtgs. Acoust | December 2021
  
  DOI 项目
- Audio-Based SPAM Call Detection
  
  Benjamin M Elizalde , Dimitra Emmanouilidou
  
  The Journal of the Acoustical Society of America | December 2021, 第 150 卷(4): pp. A357-A357
  
  Acoustical Society of America
  
  Publication DOI 项目
- Sound Capture and Speech Enhancement for Speech-Enabled Devices
  
  Ivan Tashev, Sebastian Braun
  
  December 2021
  
  Publication 项目项目
- A Fast Forest Reverberator Using Single Scattering Cylinders
  
  Shoken Kaneko, Hannes Gamper
  
  IEEE MMSP | October 2021
  
  PDF
- Low complexity online convolutional beamforming
  
  Sebastian Braun, Ivan Tashev
  
  Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2021
  
  Publication 项目
- Audio-based Toxic Language Classification using Self-attentive Convolutional Neural Network
  
  Midia Yousefi, Dimitra Emmanouilidou
  
  2021 29th European Signal Processing Conference (EUSIPCO) | August 2021
  
  Publication 视频项目
- INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
  
  Ross Cutler, Ando Saabas, Tanel Panarmaa, Markus Loide, Sten Sootla, Marju Purin, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
  
  Interspeech 2021 | August 2021
  
  Publication 项目
- On training targets for noise-robust voice activity detection
  
  Sebastian Braun, Ivan Tashev
  
  European Signal Processing Conference (EUSIPCO) | August 2021
  
  Publication 项目
- A Consolidated View of Loss Functions for Supervised Deep Learning-based Speech Enhancement
  
  Sebastian Braun, Ivan Tashev
  
  International Conference on Telecommunications and Signal Processing | July 2021
  
  Publication 项目
- DBNET: DOA-driven beamforming network for end-to-end farfield sound source separation
  
  Ali Aroudi, Sebastian Braun
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目项目
- ICASSP 2021 Acoustic Echo Cancellation Challenge: Datasets, Testing Framework, and Results
  
  Kusha Sridhar, Ross Cutler, Ando Saabas, Tanel Parnamaa, Markus Loide, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目
- ICASSP 2021 Deep Noise Suppression Challenge
  
  Chandan K A Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目
- Towards Efficient Models for Real-Time Deep Noise Suppression
  
  Sebastian Braun, Hannes Gamper, Chandan K A Reddy, Ivan Tashev
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目
- Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
  
  Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
  
  ICASSP 2021 | June 2021
  
  PDF DOI Publication 项目
- A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials
  
  Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev
  
  International IEEE/EMBS Conference on Neural Engineering | May 2021
  
  Publication 项目
- Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits Empathy
  
  R. Michael Winters, Bruce N. Walker, Grace Leslie
  
  2021 Human Factors in Computing Systems | May 2021
  
  Publication
- The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
  
  Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
  
  Interspeech | October 2020
  
  Publication 项目
- Data augmentation and loss normalization for deep noise suppression
  
  Sebastian Braun, Ivan Tashev
  
  International Conference on Speech and Computer (SPECOM) | October 2020
  
  Publication 项目
- Blind C50 estimation from single-channel speech using a convolutional neural network
  
  Hannes Gamper
  
  Proc. IEEE Int. Workshop Multimedia Signal Processing (MMSP) | September 2020
  
  PDF 项目
- Anthropometric Features Estimation Using Integrated Sensors on a Headphone for HRTF Personalization
  
  Md Tamzeed Islam, Ivan Tashev
  
  2020 AES INTERNATIONAL CONFERENCE ON AUDIO FOR VIRTUAL AND AUGMENTED REALITY | August 2020
  
  Publication 项目项目
- Sentiment Detection from Speech Recognition Output
  
  Ivan Tashev, Dimitra Emmanouilidou
  
  Engineering Sciences | July 2020, 第 LVII 卷(2)
  
  Publication 项目
- Towards encoding perceptually salient early reflections for parametric spatial audio rendering
  
  Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Ivan Tashev
  
  AES convention | June 2020
  
  Publication 项目项目
- Joint beamforming and reverberation cancellation using a constrained Kalman filter with multichannel linear prediction
  
  Sahar Hashemgeloogerdi, Sebastian Braun
  
  International Conference on Acoustics, Speech and Audio Processing (ICASSP) | May 2020
  
  Publication 项目
- Predicting Word Error Rate for Reverberant Speech
  
  Hannes Gamper, Dimitra Emmanouilidou, Sebastian Braun, Ivan Tashev
  
  International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
  
  Publication 项目
- Supervised Deep Hashing for Efficient Audio Event Retrieval
  
  Arindam Jati, Dimitra Emmanouilidou
  
  2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  PDF DOI 视频项目
- Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement
  
  Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
  
  International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
  
  DOI Publication Publication 项目
- Stress Monitoring using Multimodal Bio-sensing Headset
  
  Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
  
  CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI’20 Extended Abstracts) | April 2020
  
  PDF Publication 项目
- Decoding auditory and tactile attention for use in an EEG-based brain-computer interface
  
  Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2020
  
  Publication 项目
- Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
  
  Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
  
  PDF
- Acoustic Localization using Spatial Probability in Noisy and Reverberant Environments
  
  Sebastian Braun, Ivan Tashev
  
  Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
  
  Publication 项目
- Sentiment Detection from ASR Output
  
  Ivan Tashev, Dimitra Emmanouilidou
  
  International Conference on Information Technologies | September 2019
  
  Publication 项目
- Capture, representation, and rendering of 3D audio for virtual and augmented reality
  
  Ivan Tashev
  
  International Journal on Information Technologies and Security | September 2019, 第 11 卷(SP2): pp. 49-62
  
  Publication 项目
- The effect of room acoustics on audio event classification
  
  Dimitra Emmanouilidou, Hannes Gamper
  
  Proc. 23rd International Congress on Acoustics (ICA) | September 2019
  
  PDF 项目
- CURE Dataset: Ladder Networks for Audio Event Classification
  
  Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
  
  2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
  
  PDF 项目
- Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
  
  Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
  
  Publication
- Non-intrusive Speech Quality Assessment Using Neural Networks
  
  Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  DOI Publication 项目
- A Sparsity Measure for Echo Density Growth in General Environments
  
  Helena Peic Tukuljac, Ville Pulkki, Hannes Gamper, Keith Godin, Ivan Tashev, Nikunj Raghuvanshi
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  PDF DOI Github 项目项目
- Blind Room Volume Estimation from Single-channel Noisy Speech
  
  Andrea Genovese, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  PDF Publication 项目
- Directional interference suppression using a spatial relative transfer function feature
  
  Sebastian Braun, Ivan Tashev
  
  International Conference on Acoustics, Speech and Signal Processing | May 2019
  
  Publication 项目
- Improving Binaural Ambisonics Decoding by Spherical Harmonics Domain Tapering and Coloration Compensation
  
  Christoph Hold, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  PDF Publication 项目
- Spectral manipulation improves elevation perception with non-individualized head-related transfer functions
  
  Vani G. Rajendran, Hannes Gamper
  
  Journal of the Acoustical Society of America (JASA) | March 2019, 第 145 卷(3): pp. EL222-EL228
  
  PDF Publication 项目
- Aesthetic Modification of Room Impulse Responses for Interactive Auralization
  
  Keith Godin, Hannes Gamper, Nikunj Raghuvanshi
  
  AES International Conference on Immersive and Interactive Audio | March 2019
  
  PDF Publication 项目
- Blind reverberation time estimation using a convolutional neural network
  
  Hannes Gamper, Ivan Tashev
  
  Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
  
  Nominated for best paper award
  
  PDF 项目
- Convolutional Neural Network Techniques for Speech Emotion Recognition
  
  Srinivas Parthasarathy, Ivan Tashev
  
  International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
  
  Publication 项目
- A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
  
  Publication 项目
- Machine Learning for Placement-insensitive Inertial Motion Capture
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
  
  Publication Publication 视频下载项目
- Improving the perception of a sound source’s polar angle in mixed reality
  
  Hannes Gamper, Ivan Tashev
  
  May 2018
  
  Acoustical Society of America
  
  Publication 项目
- Convolutional-Recurrent Neural Networks for Speech Enhancement
  
  Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Spatial audio feature discovery with convolutional neural networks
  
  Etienne Thuillier, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
  
  PDF 项目
- Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
  
  Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
  
  Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Packet Loss Concealment with Recurrent Neural Networks for Wireless Inertial Pose Tracking
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | March 2018
  
  论文与出版物论文与出版物项目
- Precision Scaling of Neural Networks for Audio Processing
  
  Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Comparing Modeled and Measurement-Based Spherical Harmonic Encoding Filters for Spherical Microphone Arrays
  
  Archontis Politis, Hannes Gamper
  
  Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2017
  
  Publication 项目项目
- Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
  
  Ivan Tashev, Hannes Gamper
  
  The Journal of the Acoustical Society of America | June 2017, 第 141 卷
  
  Publication Publication 项目
- Modelling and estimation of the spatial impulse response in reverberant conditions
  
  Ivan Tashev, Hannes Gamper, Lyle Corbin
  
  June 2017
  
  Acoustical Society of America
  
  Publication Publication 项目
- Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
  
  Publication Publication 项目
- A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目
- Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
  
  Zhong-Qiu Wang, Ivan Tashev
  
  Proc. ICASSP | March 2017
  
  Publication 项目
- Ultrasound-based Gesture Recognition
  
  Amit Das, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目项目
- Interaural time delay personalisation using incomplete head scans
  
  Hannes Gamper, David Johnston, Ivan Tashev
  
  Proc. ICASSP | March 2017
  
  Publication 项目
- Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
  
  Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
  
  Proc. HSCMA | March 2017
  
  Publication 项目
- Clock drift estimation and compensation for asynchronous impulse response measurements
  
  Hannes Gamper
  
  Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) | March 2017
  
  PDF
- Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
  
  Ivan Tashev, Zhong-Qiu Wang, Keith Godin
  
  Proc. ITA | February 2017
  
  Publication 项目
- Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
  
  Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
  
  Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
  
  Publication Publication Publication
- Inference Remapping for Vehicular Analytics
  
  Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
  
  MSR-TR-2016-1136 | August 2016
  
  作者：Microsoft
  
  Publication 项目
- Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
  
  Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
  
  Proc. InterSpeech 2016 | August 2016
  
  Publication Publication
- Measuring the Impact of Memory Errors on Application Performance
  
  Mark Gottscho, Bikash Sharma, Puneet Gupta, Shuayb Zarar, Sriram Govindan, Di Wang
  
  IEEE Computer Architecture Letters (CAL) | August 2016
  
  Publication 项目
- FXplore: Creating Soft Heterogeneity in Clusters Through BIOS Reconfiguration
  
  Xin Zhang, Shuayb Zarar, Sherief Reda
  
  IEEE/ACM Symp. Cluster, Cloud and Grid Computing (CCGrid) | May 2016
  
  Publication 项目
- A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
  
  Seyedmahdad Mirsamadi, Ivan Tashev
  
  Proc. InterSpeech 2016 | May 2016
  
  Publication 项目
- X-Mem: A Cross-platform and Extensible Memory Characterization Tool For the Cloud
  
  Mark Gottscho, Sriram Govindan, Bikash Sharma, Shuayb Zarar, Puneet Gupta
  
  IEEE Symp. Performance Analysis of Systems and Software (ISPASS) | April 2016
  
  Publication Publication Publication 项目
- Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
  
  Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
  
  Publication 项目
- BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
  
  Mark Thomas, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
  
  Publication 项目
- DNN-based Causal Voice Activity Detector
  
  Ivan Tashev, Seyedmahdad Mirsamadi
  
  Information Theory and Applications Workshop | February 2016
  
  Publication 项目
- An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
  
  Soham Desai, Shuayb Zarar, Arijit Raychowdhury
  
  IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, 第 1 卷: pp. 187-194
  
  Publication Publication Publication 项目
- Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
  
  Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
  
  Springer Mobile Cloud Visual Media Computing (MCVMC) | 作者：Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
  
  Publication Publication Publication 项目
- Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
  
  Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
  
  WASPAA | October 2015
  
  Publication 项目
- Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
  
  Hannes Gamper, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
  
  Publication 项目
- A Compressed-sensing Sensor-on-chip Incorporating Statistics Collection to Improve Reconstruction Performance
  
  Vahid Behravan, Shuo Li, Neil Glover, Chia-Hung Chen, Shuayb Zarar, Gabor Temes, Patrick Chiang
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2015
  
  Publication Publication Publication 项目
- High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
  
  Jinkyu Lee, Ivan Tashev
  
  Interspeech 2015 | September 2015
  
  Publication 项目
- An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines
  
  Soham Desai, Shuayb Zarar, Arijit Raychowdhury
  
  IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015
  
  Publication Publication 项目
- Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
  
  Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
  
  Publication Publication Publication 项目
- Scalable-effort Classifiers for Energy-efficient Machine Learning
  
  Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
  
  IEEE/ACM Design Automation Conference (DAC) | June 2015
  
  Publication Publication 项目
- Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
  
  Mark Thomas, Hannes Gamper, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
  
  Hannes Gamper, Mark Thomas, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
  
  Mark Thomas, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
  
  Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
  
  Publication Publication 项目项目
- Assisted Listening Using a Headset
  
  Hannes Gamper, A. Franck, J. Rämö, L. Savioja, V. Välimäki
  
  IEEE Signal Processing Magazine | March 2015
  
  (accepted for publication)
  
  Publication Publication
- Offline Voice Activity Detector Using Speech Supergaussianity
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2015
  
  Publication 项目
- Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
  
  Shuayb Zarar, Jie Liu, Matthai Philipose
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2014
  
  Best paper award nomination
  
  Publication Publication Publication 项目
- Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
  
  Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
  
  IWAENC | September 2014
  
  Publication 项目
- Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
  
  Kun Han, Dong Yu, Ivan Tashev
  
  Interspeech 2014 | September 2014
  
  Publication 项目
- Technological Trends in Natural User Interfaces
  
  Ivan Tashev
  
  “Human-Computer Interaction: Present and Future Trends”, P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | 作者：IEEE – Institute of Electrical and Electronics Engineers | 2014
  
  P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
  
  Publication Publication
- Application of Measured Directivity Patterns to Acoustic Array Processing
  
  Mark Thomas
  
  May 2014
  
  Publication
- Hardware and Algorithms for Ultrasonic Depth Imaging
  
  Ivan Dokmanic, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
  
  Mark Thomas, Jens Ahrens, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
  
  Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- Enabling technologies for audio augmented reality systems
  
  H. Gamper, Hannes Gamper
  
  May 2014
  
  博士论文：Aalto University, Finland | May 2014
  
  Publication
- Daredevil: Indoor Location Using Sound
  
  Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
  
  ACM Mobile Computing and Communications Review (MC2R) | April 2014
  
  Publication 项目
- Signal Processing With Direct Computations on Compressively Sensed Data
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, 第 23 卷(1): pp. 30-43
  
  Publication Publication Publication
- HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2014
  
  Publication 项目
- A 0.6–107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG
  
  Shuayb Zarar, Kyong Ho Lee, Niraj K Jha, Naveen Verma
  
  IEEE Trans. Circuits and Systems (TCAS) – I: Regular Papers | January 2014, 第 61 卷: pp. 1105-1118
  
  Publication Publication Publication
- Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
  
  Publication 项目
- Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
  
  Publication 项目
- Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, 第 21 卷: pp. 1849-1862
  
  Publication Publication Publication
- Design of Energy-efficient Sensing Systems with Direct Computations on Compressively-sensed Data
  
  Shuayb Zarar
  
  September 2013
  
  博士论文：Princeton University, Princeton NJ | September 2013
  
  Publication Publication
- Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
  
  Ivan Tashev
  
  Signal Processing Magazine | September 2013
  
  Publication 项目
- Data Driven Suppression Rule for Speech Enhancement
  
  Ivan Tashev, Malcolm Slaney
  
  Information Theory and Applications Workshop | February 2013
  
  Publication 项目
- Sound sample detection and numerosity estimation using auditory display
  
  Hannes Gamper, Christina Dicke, Mark Billinghurst, Kai Puolamäki
  
  ACM Transactions on Applied Perception | February 2013, 第 10 卷
  
  http://doi.acm.org/10.1145/2422105.2422109
  
  Publication
- Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
  
  Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
  
  Jens Ahrens, Ivan Tashev, Mark Thomas
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- GeoBoids: A Mobile AR Application for Exergaming
  
  R. W. Lindeman, G. Lee, L. Beattie, H. Gamper, R. Pathinarupothi, A. Akhilesh, Hannes Gamper
  
  Proc. Int. Symp. Mixed and Augmented Reality (ISMAR) | November 2012
  
  Publication
- A Compressed-domain Processor for Seizure Detection to Simultaneously Reduce Computation and Communication Energy
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2012
  
  Publication Publication Publication
- Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
  
  Mark Thomas, Jens Ahrens, Ivan Tashev
  
  Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
  
  Publication 项目
- Coherence Based Double Talk Detector with Soft Decision
  
  Ivan Tashev
  
  IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
  
  Publication 项目
- A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring
  
  Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Optimizing Kinect: Audio and Acoustics (keynote)
  
  Ivan Tashev
  
  Inormation Technologies and Applications Workshop | February 2012
  
  Publication
- Concepts in Genetic System Design: Optimal and Reliable Methods
  
  Shuayb Zarar
  
  Published by LAP LAMBERT Academic Publishing | January 2012
  
  ISBN: 978-3-8473-3169-8
  
  Publication
- Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
  
  George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
  
  CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
  
  Selected as one of top 3 papers.
  
  Publication 项目
- Coherence Based Double Talk Detector with Adaptive Threshold
  
  Ivan Tashev
  
  XX Scientific Conference ELECTRONICS ET2011 | September 2011
  
  Publication 项目
- Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
  
  Shuayb Zarar, Niraj Jha, Naveen Verma
  
  IEEE Sub-threshold Microelectronics Conference | July 2011
  
  Publication
- Digital Pacer Detection in Diagnostic Grade ECG
  
  Shuayb Zarar, Harinath Garudadri
  
  IEEE Int. Conf. E-Health Networking Applications and Services (Healthcomm) | June 2011
  
  Best-paper Award Nomination
  
  Publication Publication Publication
- A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
  
  Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Design Automation Conference (DAC)
  
  Publication
- A Low-energy Computation Platform for Data-driven Biomedical Monitoring
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Publication Publication
- A New Speaker Identification Algorithm for Gaming Scenarios
  
  Hoang Do, Ivan Tashev, Alex Acero
  
  ICASSP | May 2011
  
  Publication 项目
- Hardware Based Genetic Evolution of Self-adaptive Arbitrary Response FIR Filters
  
  Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
  
  ACM Journal of Applied Soft Computing (JSOC) | January 2011, 第 11 卷(1): pp. 842-854
  
  Publication Publication Publication
- Statistical Modeling of the Speech Signal
  
  Ivan Tashev, Alex Acero
  
  International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
  
  Publication 项目
- Dual stage probabilistic voice activity detector
  
  Ivan Tashev, Andrew Lovitt, Alex Acero
  
  NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
  
  Publication 项目
- Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
  
  Lae-Hoon Kim, Ivan Tashev, Alex Acero
  
  International Conference on Acoustics, Speech and Signal Processing | March 2010
  
  Publication 项目
- Low-cost Space Varying FIR Filter Architecture for Computational Imaging Systems
  
  Guotong Feng, Shuayb Zarar, Edward Schwartz, Dirk Robinson
  
  SPIE Digital Photography VI | January 2010
  
  Publication Publication Publication
- Speech and Sound For In-Car Infotainment Systems
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju
  
  Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
  
  Publication
- Commute UX: Voice Enabled In-car Infotainment System
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
  
  Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
  
  Publication 项目
- Low-complexity Digital Filter Geometry for Spherical Coded Imaging
  
  Guotong Feng, Shuayb Zarar, Dirk Robinson
  
  SPIE Novel Optical Systems Design and Optimization XII | August 2009, 第 7429 卷
  
  Publication Publication Publication
- Unified Framework for Single Channel Speech Enhancement
  
  Ivan Tashev, Andrew Lovitt, Alex Acero
  
  2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
  
  Publication 项目
- Peak Dynamic Power Estimation of FPGA-mapped Digital Designs
  
  Shyamala K. Ravi, Shuayb Zarar, Kamakoti Veezhinathan
  
  IEEE Symp. VLSI Design and Test | July 2009
  
  Publication
- Sound Capture and Processing: Practical Approaches
  
  Ivan Tashev
  
  Published by Wiley | July 2009
  
  ISBN: 978-0-470-31983-3
  
  Publication 项目
- A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
  
  Mike Seltzer, Ivan Tashev
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication
- Data Driven Beamformer Design for Binaural Headset
  
  Ivan Tashev, Mike Seltzer
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication 项目
- Sound Capture System and Spatial Filter for Small Devices
  
  Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
  
  Proceedings of Interspeech 2008 | September 2008
  
  Publication 项目项目
- A SEU Tolerant CLB RAM for In-circuit Reconfiguration
  
  K. S. Karthik, S. Sundar, N. Ramasubramanian, Noor Mahammad, Shuayb Zarar, Kamakoti Veezhinathan
  
  IEEE Symp. VLSI Design and Test | July 2008
  
  Publication
- Enhanced Sound Capture System for Small Devices
  
  Slavy Mihov, Tyler Gleghorn, Ivan Tashev
  
  Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
  
  Publication 项目项目
- Concepts in Reliable and Optimal Systems Design
  
  Shuayb Zarar
  
  May 2008
  
  硕士论文：Indian Institute of Technology Madras, India | May 2008
  
  Academic Dissertations
  
  Publication
- An EM-based Probabilistic Approach for Acoustic Echo Suppression
  
  Nilesh Madhu, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
  
  Publication 项目
- Robust Design of Wideband Loudspeaker Arrays
  
  Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
  
  Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
  
  Publication 项目
- A Genetic Approach to Gateless Custom VLSI Design Flow
  
  Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
  
  IEEE Int. Conf. Microelectronics (ICM) | December 2007
  
  Publication Publication Publication
- Selectively Weighted Multicast Scheduling Designs For Input-Queued Switches
  
  Shuayb Zarar
  
  IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT) | December 2007
  
  Publication Publication Publication
- Split Iterative and Sequential Multicast Scheduling for IQ Switches
  
  Shuayb Zarar
  
  IEEE Int. Conf. Information, Communications & Signal Processing (ICICS) | December 2007
  
  Publication Publication Publication
- Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
  
  Mike Seltzer, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
  
  Byung-Jun Yoon, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Stationary-Tones Interference Cancellation Using Adaptive Tracking
  
  Ivan Tashev, Henrique S. Malvar
  
  International Conference on Acoustics, Speech and Signal Processing | April 2007
  
  Publication 项目
- Microphone Array Post-Processor Using Instantaneous Direction of Arrival
  
  Ivan Tashev, Alex Acero
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
  
  Publication 项目
- Optimized Multicast Scheduling Designs for Input Queued Switches
  
  Shuayb Zarar
  
  MSR-TR-2006-205 | August 2006
  
  作者：International Business Machines (IBM) Zurich Research Laboratory
  
  Technical Report
  
  Publication
- PING: A Group-to-Individual Distributed Meeting System
  
  Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
  
  Proceedings of International Conference Multimedia and Expo | July 2006
  
  Publication
- Suppression Rule for Speech Recognition Friendly Noise Suppressors
  
  Ivan Tashev, Jasha Droppo, Alex Acero
  
  Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA’06 | March 2006
  
  Publication 项目
- Modeling Arbitrator Delay-Area Dependencies in Customizable Instruction Set Processors
  
  Shuayb Zarar, Siew-Kei Lam, Thambipillai Srikanthan
  
  IEEE Int. Workshop on Electronic Design, Test and Applications (DELTA) | January 2006
  
  Publication Publication Publication
- A Compact Multi-Sensor Headset for Hands-Free Communication
  
  Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
  
  Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
  
  Publication Publication 项目项目
- Beamformer Sensitivity to Microphone Manufacturing Tolerances
  
  Ivan Tashev
  
  Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
  
  Publication 项目
- Microphone Array for Headset with Spatial Noise Suppressor
  
  Ivan Tashev, Mike Seltzer, Alex Acero
  
  Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
  
  Publication 项目项目
- A New Beamformer Design Algorithm for Microphone Arrays
  
  Ivan Tashev, Henrique S. Malvar
  
  International Conference of Acoustic, Speech and Signal Processing | March 2005
  
  Publication 项目
- Reverberation Reduction for Better Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
  
  Publication 项目
- Reverberation Reduction for Improved Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
  
  Publication 项目
- Gain Self-Calibration Procedure for Microphone Arrays
  
  Ivan Tashev
  
  Proc. of the Int. Conf. for Multimedia and Expo (ICME) | June 2004
  
  Publication 项目
- Gain Self-Calibration Procedure for Microphone Arrays
  
  Ivan Tashev
  
  Proceedings of International Conference for Multimedia and Expo ICME 2004 | June 2004
  
  Publication
- Improving Meetings with Microphone Array Algorithms
  
  Ivan Tashev
  
  Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
  
  Publication 项目
- Distributed Meetings: A Meeting Capture and Broadcasting System
  
  Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
  
  Proceedings of ACM Multimedia 2002 | December 2002
  
  Publication

- Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation
  
  Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White
  
  ICASSP | April 2025
  
  Publication 项目
- Audio Entailment: Assessing Deductive Reasoning for Audio Understanding
  
  Soham Deshmukh, Shuo Han, Hazim T. Bukhari, Benjamin Elizalde, Hannes Gamper, Rita Singh, Bhiksha Raj
  
  AAAI Conference on Artificial Intelligence | April 2025
  
  PDF
- Distillation and Pruning for Scalable Self-Supervised Representation-Based Speech Quality Assessment
  
  Benjamin Stahl, Hannes Gamper
  
  2025 International Conference on Acoustics, Speech, and Signal Processing | April 2025
  
  PDF
- Ultra-Low Latency Speech Enhancement -A Comprehensive Study
  
  Haibin Wu, Sebastian Braun
  
  2025 International Conference on Acoustics, Speech, and Signal Processing | April 2025
  
  Publication 项目
- Automated Feature Engineering for Single-Trial EEG and Eye-Tracking Classification in Predictive Text Interfaces
  
  Ard Kastrati, R. Michael Winters, Nemanja Djuric, Ivan Tashev, Yu-Te Wang
  
  13th International Winter Conference on Brain-Computer Interface (BCI) | February 2025
  
  Publication 项目
- Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
  
  Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
  
  International Conference on Multimodal Interaction | November 2024
  
  Publication 项目
- PAM: Prompting Audio-Language Models for Audio Quality Assessment
  
  Soham Deshmukh, Dareen Alharthi, Benjamin Elizalde, Hannes Gamper, Mahmoud Al Ismail, Rita Singh, Bhiksha Raj, Huaming Wang
  
  Interspeech | September 2024
  
  PDF
- CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling
  
  Ruihan Yang, Hannes Gamper, Sebastian Braun
  
  AVGenL: Audio-Visual Generation and Learning (workshop at ECCV 2024) | September 2024
  
  Publication
- Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data
  
  Eloi Moliner, Sebastian Braun, Hannes Gamper
  
  International Workshop on Acoustic Signal Enhancement (IWAENC) 2024 | September 2024
  
  Publication
- Domain mismatch and data augmentation in speech emotion recognition
  
  Dimitra Emmanouilidou, Hannes Gamper, Midia Yousefi
  
  SMM24, Interspeech Workshop on Speech, Music and Mind 2024 | September 2024
  
  Publication 项目
- Multi-label audio classification with a noisy zero-shot teacher
  
  Sebastian Braun, Hannes Gamper
  
  International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2024
  
  Publication 项目
- Adapting Frechet Audio Distance for Generative Music Evaluation
  
  Azalea Gui, Hannes Gamper, Sebastian Braun, Dimitra Emmanouilidou
  
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2024
  
  Best student paper award at IEEE ICASSP 2024
  
  Preprint 视频
- Training Audio Captioning Models without Audio
  
  Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
  
  2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
  
  PDF
- EEG and Eye-Tracking Error-Related Responses During Predictive Text Interactions: A BCI Case Study
  
  Sophia K. Mehdizadeh, Ed Cutrell, R. Michael Winters, Nemanja Djuric, Yang Cheng, Ivan Tashev, Yu Te Wang
  
  International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC ’23) | December 2023
  
  Publication 项目
- Spatio-Temporal Windowing for Encoding Perceptually Salient Early Reflections in Parametric Spatial Audio Rendering
  
  Tobias Jüterbock, Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Stefan Weinzierl
  
  Journal of the Audio Engineering Society | October 2023, 第 71 卷(10)
  
  Publication
- Speech MOS multi-task learning and rater bias correction
  
  Haleh Akrami, Hannes Gamper
  
  IEEE ICASSP | June 2023
  
  Publication
- Multi-View Learning for Speech Emotion Recognition
  
  Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
  
  International Conference on Acoustics, Speech and Signal Processing | June 2023
  
  Publication 项目
- Towards Real-Time Single-Channel Speech Separation in Noisy and Reverberant Environments
  
  Julian Neri, Sebastian Braun
  
  2023 International Conference on Acoustics, Speech, and Signal Processing | June 2023
  
  Preprint 项目
- Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
  
  CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Finalist – Best Interactivity Demo
  
  DOI 项目
- Acoustics as a guide to welding quality
  
  Dimitra Emmanouilidou
  
  The Journal of the Acoustical Society of America | December 2022, 第 152 卷(4): pp. A142
  
  DOI
- Spatial audio signal processing for binaural reproduction of recorded acoustic scenes – review and challenges
  
  Boaz Rafaely, Vladimir Tourbabin, Emanuel Habets, Zamir Ben-Hur, Hyunkook Lee, Hannes Gamper, Lior Arbel, Lachlan Birnie, Thushara Abhayapala, Prasanga Samarasinghe
  
  Acta Acustica | October 2022, 第 6 卷
  
  Publication 项目
- Large-scale simulation of bird localization systems in forests with distributed microphone arrays
  
  Shoken Kaneko, Hannes Gamper
  
  JASA | October 2022, 第 2 卷(10)
  
  Publication
- Predicting score distribution to improve non-intrusive speech quality estimation
  
  Abu Zaher Md Faridee, Hannes Gamper
  
  Interspeech | September 2022
  
  PDF
- Task splitting for DNN-based acoustic echo and noise removal
  
  Sebastian Braun, Maria Luis Valero
  
  IWAENC | September 2022
  
  PDF 项目
- Towards all-purpose full-sphere binaural localization
  
  Shoken Kaneko, Hannes Gamper
  
  IEEE Eusipco | August 2022
  
  PDF 项目
- Toxic Speech and Speech Emotions: Investigations of Audio-based Modeling and Intercorrelations
  
  Wei-Cheng Lin, Dimitra Emmanouilidou
  
  European Signal Processing Conference (EUSIPCO) | August 2022
  
  Publication 项目
- ICASSP 2022 Acoustic Echo Cancellation Challenge
  
  Ross Cutler, Ando Saabas, Tanel Parnamaa, Marju Purin, Hannes Gamper, Sebastian Braun, Karsten Sorensen, Robert Aichner
  
  ICASSP | May 2022
  
  Publication 项目
- ICASSP 2022 Deep Noise Suppression Challenge
  
  Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
  
  ICASSP | May 2022
  
  Publication 项目
- Effect of Noise Suppression Losses on Speech Distortion and ASR Performance
  
  Sebastian Braun, Hannes Gamper
  
  ICASSP | May 2022
  
  Publication 项目
- Detection of Robocall and Spam Calls using Acoustic Features of Incoming Voicemails
  
  Benjamin Elizalde, Dimitra Emmanouilidou
  
  Proc. Mtgs. Acoust | December 2021
  
  DOI 项目
- Sound Capture and Speech Enhancement for Speech-Enabled Devices
  
  Ivan Tashev, Sebastian Braun
  
  December 2021
  
  Publication 项目项目
- Audio-Based SPAM Call Detection
  
  Benjamin M Elizalde , Dimitra Emmanouilidou
  
  The Journal of the Acoustical Society of America | December 2021, 第 150 卷(4): pp. A357-A357
  
  Acoustical Society of America
  
  Publication DOI 项目
- Low complexity online convolutional beamforming
  
  Sebastian Braun, Ivan Tashev
  
  Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2021
  
  Publication 项目
- A Fast Forest Reverberator Using Single Scattering Cylinders
  
  Shoken Kaneko, Hannes Gamper
  
  IEEE MMSP | October 2021
  
  PDF
- On training targets for noise-robust voice activity detection
  
  Sebastian Braun, Ivan Tashev
  
  European Signal Processing Conference (EUSIPCO) | August 2021
  
  Publication 项目
- INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
  
  Ross Cutler, Ando Saabas, Tanel Panarmaa, Markus Loide, Sten Sootla, Marju Purin, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
  
  Interspeech 2021 | August 2021
  
  Publication 项目
- Audio-based Toxic Language Classification using Self-attentive Convolutional Neural Network
  
  Midia Yousefi, Dimitra Emmanouilidou
  
  2021 29th European Signal Processing Conference (EUSIPCO) | August 2021
  
  Publication 视频项目
- A Consolidated View of Loss Functions for Supervised Deep Learning-based Speech Enhancement
  
  Sebastian Braun, Ivan Tashev
  
  International Conference on Telecommunications and Signal Processing | July 2021
  
  Publication 项目
- ICASSP 2021 Acoustic Echo Cancellation Challenge: Datasets, Testing Framework, and Results
  
  Kusha Sridhar, Ross Cutler, Ando Saabas, Tanel Parnamaa, Markus Loide, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目
- ICASSP 2021 Deep Noise Suppression Challenge
  
  Chandan K A Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目
- DBNET: DOA-driven beamforming network for end-to-end farfield sound source separation
  
  Ali Aroudi, Sebastian Braun
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目项目
- Towards Efficient Models for Real-Time Deep Noise Suppression
  
  Sebastian Braun, Hannes Gamper, Chandan K A Reddy, Ivan Tashev
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目
- Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
  
  Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
  
  ICASSP 2021 | June 2021
  
  PDF DOI Publication 项目
- Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits Empathy
  
  R. Michael Winters, Bruce N. Walker, Grace Leslie
  
  2021 Human Factors in Computing Systems | May 2021
  
  Publication
- The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
  
  Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
  
  Interspeech | October 2020
  
  Publication 项目
- Data augmentation and loss normalization for deep noise suppression
  
  Sebastian Braun, Ivan Tashev
  
  International Conference on Speech and Computer (SPECOM) | October 2020
  
  Publication 项目
- Blind C50 estimation from single-channel speech using a convolutional neural network
  
  Hannes Gamper
  
  Proc. IEEE Int. Workshop Multimedia Signal Processing (MMSP) | September 2020
  
  PDF 项目
- Anthropometric Features Estimation Using Integrated Sensors on a Headphone for HRTF Personalization
  
  Md Tamzeed Islam, Ivan Tashev
  
  2020 AES INTERNATIONAL CONFERENCE ON AUDIO FOR VIRTUAL AND AUGMENTED REALITY | August 2020
  
  Publication 项目项目
- Sentiment Detection from Speech Recognition Output
  
  Ivan Tashev, Dimitra Emmanouilidou
  
  Engineering Sciences | July 2020, 第 LVII 卷(2)
  
  Publication 项目
- Towards encoding perceptually salient early reflections for parametric spatial audio rendering
  
  Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Ivan Tashev
  
  AES convention | June 2020
  
  Publication 项目项目
- Predicting Word Error Rate for Reverberant Speech
  
  Hannes Gamper, Dimitra Emmanouilidou, Sebastian Braun, Ivan Tashev
  
  International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
  
  Publication 项目
- Joint beamforming and reverberation cancellation using a constrained Kalman filter with multichannel linear prediction
  
  Sahar Hashemgeloogerdi, Sebastian Braun
  
  International Conference on Acoustics, Speech and Audio Processing (ICASSP) | May 2020
  
  Publication 项目
- Supervised Deep Hashing for Efficient Audio Event Retrieval
  
  Arindam Jati, Dimitra Emmanouilidou
  
  2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  PDF DOI 视频项目
- Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement
  
  Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
  
  International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
  
  DOI Publication Publication 项目
- Decoding auditory and tactile attention for use in an EEG-based brain-computer interface
  
  Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2020
  
  Publication 项目
- Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
  
  Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
  
  PDF
- Acoustic Localization using Spatial Probability in Noisy and Reverberant Environments
  
  Sebastian Braun, Ivan Tashev
  
  Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
  
  Publication 项目
- Sentiment Detection from ASR Output
  
  Ivan Tashev, Dimitra Emmanouilidou
  
  International Conference on Information Technologies | September 2019
  
  Publication 项目
- Capture, representation, and rendering of 3D audio for virtual and augmented reality
  
  Ivan Tashev
  
  International Journal on Information Technologies and Security | September 2019, 第 11 卷(SP2): pp. 49-62
  
  Publication 项目
- The effect of room acoustics on audio event classification
  
  Dimitra Emmanouilidou, Hannes Gamper
  
  Proc. 23rd International Congress on Acoustics (ICA) | September 2019
  
  PDF 项目
- CURE Dataset: Ladder Networks for Audio Event Classification
  
  Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
  
  2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
  
  PDF 项目
- Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
  
  Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
  
  Publication
- Non-intrusive Speech Quality Assessment Using Neural Networks
  
  Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  DOI Publication 项目
- Improving Binaural Ambisonics Decoding by Spherical Harmonics Domain Tapering and Coloration Compensation
  
  Christoph Hold, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  PDF Publication 项目
- Blind Room Volume Estimation from Single-channel Noisy Speech
  
  Andrea Genovese, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  PDF Publication 项目
- Directional interference suppression using a spatial relative transfer function feature
  
  Sebastian Braun, Ivan Tashev
  
  International Conference on Acoustics, Speech and Signal Processing | May 2019
  
  Publication 项目
- A Sparsity Measure for Echo Density Growth in General Environments
  
  Helena Peic Tukuljac, Ville Pulkki, Hannes Gamper, Keith Godin, Ivan Tashev, Nikunj Raghuvanshi
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  PDF DOI Github 项目项目
- Spectral manipulation improves elevation perception with non-individualized head-related transfer functions
  
  Vani G. Rajendran, Hannes Gamper
  
  Journal of the Acoustical Society of America (JASA) | March 2019, 第 145 卷(3): pp. EL222-EL228
  
  PDF Publication 项目
- Aesthetic Modification of Room Impulse Responses for Interactive Auralization
  
  Keith Godin, Hannes Gamper, Nikunj Raghuvanshi
  
  AES International Conference on Immersive and Interactive Audio | March 2019
  
  PDF Publication 项目
- Convolutional Neural Network Techniques for Speech Emotion Recognition
  
  Srinivas Parthasarathy, Ivan Tashev
  
  International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
  
  Publication 项目
- Blind reverberation time estimation using a convolutional neural network
  
  Hannes Gamper, Ivan Tashev
  
  Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
  
  Nominated for best paper award
  
  PDF 项目
- A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
  
  Publication 项目
- Machine Learning for Placement-insensitive Inertial Motion Capture
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
  
  Publication Publication 视频下载项目
- Improving the perception of a sound source’s polar angle in mixed reality
  
  Hannes Gamper, Ivan Tashev
  
  May 2018
  
  Acoustical Society of America
  
  Publication 项目
- Spatial audio feature discovery with convolutional neural networks
  
  Etienne Thuillier, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
  
  PDF 项目
- Convolutional-Recurrent Neural Networks for Speech Enhancement
  
  Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
  
  Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
  
  Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Precision Scaling of Neural Networks for Audio Processing
  
  Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Comparing Modeled and Measurement-Based Spherical Harmonic Encoding Filters for Spherical Microphone Arrays
  
  Archontis Politis, Hannes Gamper
  
  Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2017
  
  Publication 项目项目
- Modelling and estimation of the spatial impulse response in reverberant conditions
  
  Ivan Tashev, Hannes Gamper, Lyle Corbin
  
  June 2017
  
  Acoustical Society of America
  
  Publication Publication 项目
- Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
  
  Ivan Tashev, Hannes Gamper
  
  The Journal of the Acoustical Society of America | June 2017, 第 141 卷
  
  Publication Publication 项目
- Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
  
  Publication Publication 项目
- A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目
- Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
  
  Zhong-Qiu Wang, Ivan Tashev
  
  Proc. ICASSP | March 2017
  
  Publication 项目
- Ultrasound-based Gesture Recognition
  
  Amit Das, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目项目
- Interaural time delay personalisation using incomplete head scans
  
  Hannes Gamper, David Johnston, Ivan Tashev
  
  Proc. ICASSP | March 2017
  
  Publication 项目
- Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
  
  Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
  
  Proc. HSCMA | March 2017
  
  Publication 项目
- Clock drift estimation and compensation for asynchronous impulse response measurements
  
  Hannes Gamper
  
  Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) | March 2017
  
  PDF
- Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
  
  Ivan Tashev, Zhong-Qiu Wang, Keith Godin
  
  Proc. ITA | February 2017
  
  Publication 项目
- Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
  
  Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
  
  Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
  
  Publication Publication Publication
- Inference Remapping for Vehicular Analytics
  
  Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
  
  MSR-TR-2016-1136 | August 2016
  
  作者：Microsoft
  
  Publication 项目
- Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
  
  Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
  
  Proc. InterSpeech 2016 | August 2016
  
  Publication Publication
- Measuring the Impact of Memory Errors on Application Performance
  
  Mark Gottscho, Bikash Sharma, Puneet Gupta, Shuayb Zarar, Sriram Govindan, Di Wang
  
  IEEE Computer Architecture Letters (CAL) | August 2016
  
  Publication 项目
- FXplore: Creating Soft Heterogeneity in Clusters Through BIOS Reconfiguration
  
  Xin Zhang, Shuayb Zarar, Sherief Reda
  
  IEEE/ACM Symp. Cluster, Cloud and Grid Computing (CCGrid) | May 2016
  
  Publication 项目
- A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
  
  Seyedmahdad Mirsamadi, Ivan Tashev
  
  Proc. InterSpeech 2016 | May 2016
  
  Publication 项目
- X-Mem: A Cross-platform and Extensible Memory Characterization Tool For the Cloud
  
  Mark Gottscho, Sriram Govindan, Bikash Sharma, Shuayb Zarar, Puneet Gupta
  
  IEEE Symp. Performance Analysis of Systems and Software (ISPASS) | April 2016
  
  Publication Publication Publication 项目
- Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
  
  Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
  
  Publication 项目
- BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
  
  Mark Thomas, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
  
  Publication 项目
- DNN-based Causal Voice Activity Detector
  
  Ivan Tashev, Seyedmahdad Mirsamadi
  
  Information Theory and Applications Workshop | February 2016
  
  Publication 项目
- An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
  
  Soham Desai, Shuayb Zarar, Arijit Raychowdhury
  
  IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, 第 1 卷: pp. 187-194
  
  Publication Publication Publication 项目
- Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
  
  Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
  
  Springer Mobile Cloud Visual Media Computing (MCVMC) | 作者：Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
  
  Publication Publication Publication 项目
- Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
  
  Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
  
  WASPAA | October 2015
  
  Publication 项目
- Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
  
  Hannes Gamper, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
  
  Publication 项目
- A Compressed-sensing Sensor-on-chip Incorporating Statistics Collection to Improve Reconstruction Performance
  
  Vahid Behravan, Shuo Li, Neil Glover, Chia-Hung Chen, Shuayb Zarar, Gabor Temes, Patrick Chiang
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2015
  
  Publication Publication Publication 项目
- High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
  
  Jinkyu Lee, Ivan Tashev
  
  Interspeech 2015 | September 2015
  
  Publication 项目
- An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines
  
  Soham Desai, Shuayb Zarar, Arijit Raychowdhury
  
  IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015
  
  Publication Publication 项目
- Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
  
  Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
  
  Publication Publication Publication 项目
- Scalable-effort Classifiers for Energy-efficient Machine Learning
  
  Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
  
  IEEE/ACM Design Automation Conference (DAC) | June 2015
  
  Publication Publication 项目
- Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
  
  Mark Thomas, Hannes Gamper, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
  
  Hannes Gamper, Mark Thomas, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
  
  Mark Thomas, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
  
  Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
  
  Publication Publication 项目项目
- Assisted Listening Using a Headset
  
  Hannes Gamper, A. Franck, J. Rämö, L. Savioja, V. Välimäki
  
  IEEE Signal Processing Magazine | March 2015
  
  (accepted for publication)
  
  Publication Publication
- Offline Voice Activity Detector Using Speech Supergaussianity
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2015
  
  Publication 项目
- Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
  
  Shuayb Zarar, Jie Liu, Matthai Philipose
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2014
  
  Best paper award nomination
  
  Publication Publication Publication 项目
- Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
  
  Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
  
  IWAENC | September 2014
  
  Publication 项目
- Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
  
  Kun Han, Dong Yu, Ivan Tashev
  
  Interspeech 2014 | September 2014
  
  Publication 项目
- Technological Trends in Natural User Interfaces
  
  Ivan Tashev
  
  “Human-Computer Interaction: Present and Future Trends”, P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | 作者：IEEE – Institute of Electrical and Electronics Engineers | 2014
  
  P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
  
  Publication Publication
- Application of Measured Directivity Patterns to Acoustic Array Processing
  
  Mark Thomas
  
  May 2014
  
  Publication
- Hardware and Algorithms for Ultrasonic Depth Imaging
  
  Ivan Dokmanic, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
  
  Mark Thomas, Jens Ahrens, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
  
  Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- Enabling technologies for audio augmented reality systems
  
  H. Gamper, Hannes Gamper
  
  May 2014
  
  博士论文：Aalto University, Finland | May 2014
  
  Publication
- Daredevil: Indoor Location Using Sound
  
  Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
  
  ACM Mobile Computing and Communications Review (MC2R) | April 2014
  
  Publication 项目
- Signal Processing With Direct Computations on Compressively Sensed Data
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, 第 23 卷(1): pp. 30-43
  
  Publication Publication Publication
- HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2014
  
  Publication 项目
- A 0.6–107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG
  
  Shuayb Zarar, Kyong Ho Lee, Niraj K Jha, Naveen Verma
  
  IEEE Trans. Circuits and Systems (TCAS) – I: Regular Papers | January 2014, 第 61 卷: pp. 1105-1118
  
  Publication Publication Publication
- Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
  
  Publication 项目
- Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
  
  Publication 项目
- Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, 第 21 卷: pp. 1849-1862
  
  Publication Publication Publication
- Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
  
  Ivan Tashev
  
  Signal Processing Magazine | September 2013
  
  Publication 项目
- Design of Energy-efficient Sensing Systems with Direct Computations on Compressively-sensed Data
  
  Shuayb Zarar
  
  September 2013
  
  博士论文：Princeton University, Princeton NJ | September 2013
  
  Publication Publication
- Data Driven Suppression Rule for Speech Enhancement
  
  Ivan Tashev, Malcolm Slaney
  
  Information Theory and Applications Workshop | February 2013
  
  Publication 项目
- Sound sample detection and numerosity estimation using auditory display
  
  Hannes Gamper, Christina Dicke, Mark Billinghurst, Kai Puolamäki
  
  ACM Transactions on Applied Perception | February 2013, 第 10 卷
  
  http://doi.acm.org/10.1145/2422105.2422109
  
  Publication
- Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
  
  Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
  
  Jens Ahrens, Ivan Tashev, Mark Thomas
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- GeoBoids: A Mobile AR Application for Exergaming
  
  R. W. Lindeman, G. Lee, L. Beattie, H. Gamper, R. Pathinarupothi, A. Akhilesh, Hannes Gamper
  
  Proc. Int. Symp. Mixed and Augmented Reality (ISMAR) | November 2012
  
  Publication
- A Compressed-domain Processor for Seizure Detection to Simultaneously Reduce Computation and Communication Energy
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2012
  
  Publication Publication Publication
- Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
  
  Mark Thomas, Jens Ahrens, Ivan Tashev
  
  Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
  
  Publication 项目
- Coherence Based Double Talk Detector with Soft Decision
  
  Ivan Tashev
  
  IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
  
  Publication 项目
- A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring
  
  Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Concepts in Genetic System Design: Optimal and Reliable Methods
  
  Shuayb Zarar
  
  Published by LAP LAMBERT Academic Publishing | January 2012
  
  ISBN: 978-3-8473-3169-8
  
  Publication
- Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
  
  George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
  
  CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
  
  Selected as one of top 3 papers.
  
  Publication 项目
- Coherence Based Double Talk Detector with Adaptive Threshold
  
  Ivan Tashev
  
  XX Scientific Conference ELECTRONICS ET2011 | September 2011
  
  Publication 项目
- Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
  
  Shuayb Zarar, Niraj Jha, Naveen Verma
  
  IEEE Sub-threshold Microelectronics Conference | July 2011
  
  Publication
- Digital Pacer Detection in Diagnostic Grade ECG
  
  Shuayb Zarar, Harinath Garudadri
  
  IEEE Int. Conf. E-Health Networking Applications and Services (Healthcomm) | June 2011
  
  Best-paper Award Nomination
  
  Publication Publication Publication
- A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
  
  Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Design Automation Conference (DAC)
  
  Publication
- A Low-energy Computation Platform for Data-driven Biomedical Monitoring
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Publication Publication
- A New Speaker Identification Algorithm for Gaming Scenarios
  
  Hoang Do, Ivan Tashev, Alex Acero
  
  ICASSP | May 2011
  
  Publication 项目
- Hardware Based Genetic Evolution of Self-adaptive Arbitrary Response FIR Filters
  
  Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
  
  ACM Journal of Applied Soft Computing (JSOC) | January 2011, 第 11 卷(1): pp. 842-854
  
  Publication Publication Publication
- Statistical Modeling of the Speech Signal
  
  Ivan Tashev, Alex Acero
  
  International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
  
  Publication 项目
- Dual stage probabilistic voice activity detector
  
  Ivan Tashev, Andrew Lovitt, Alex Acero
  
  NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
  
  Publication 项目
- Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
  
  Lae-Hoon Kim, Ivan Tashev, Alex Acero
  
  International Conference on Acoustics, Speech and Signal Processing | March 2010
  
  Publication 项目
- Low-cost Space Varying FIR Filter Architecture for Computational Imaging Systems
  
  Guotong Feng, Shuayb Zarar, Edward Schwartz, Dirk Robinson
  
  SPIE Digital Photography VI | January 2010
  
  Publication Publication Publication
- Speech and Sound For In-Car Infotainment Systems
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju
  
  Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
  
  Publication
- Commute UX: Voice Enabled In-car Infotainment System
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
  
  Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
  
  Publication 项目
- Low-complexity Digital Filter Geometry for Spherical Coded Imaging
  
  Guotong Feng, Shuayb Zarar, Dirk Robinson
  
  SPIE Novel Optical Systems Design and Optimization XII | August 2009, 第 7429 卷
  
  Publication Publication Publication
- Unified Framework for Single Channel Speech Enhancement
  
  Ivan Tashev, Andrew Lovitt, Alex Acero
  
  2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
  
  Publication 项目
- Peak Dynamic Power Estimation of FPGA-mapped Digital Designs
  
  Shyamala K. Ravi, Shuayb Zarar, Kamakoti Veezhinathan
  
  IEEE Symp. VLSI Design and Test | July 2009
  
  Publication
- Sound Capture and Processing: Practical Approaches
  
  Ivan Tashev
  
  Published by Wiley | July 2009
  
  ISBN: 978-0-470-31983-3
  
  Publication 项目
- A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
  
  Mike Seltzer, Ivan Tashev
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication
- Data Driven Beamformer Design for Binaural Headset
  
  Ivan Tashev, Mike Seltzer
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication 项目
- Sound Capture System and Spatial Filter for Small Devices
  
  Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
  
  Proceedings of Interspeech 2008 | September 2008
  
  Publication 项目项目
- A SEU Tolerant CLB RAM for In-circuit Reconfiguration
  
  K. S. Karthik, S. Sundar, N. Ramasubramanian, Noor Mahammad, Shuayb Zarar, Kamakoti Veezhinathan
  
  IEEE Symp. VLSI Design and Test | July 2008
  
  Publication
- Enhanced Sound Capture System for Small Devices
  
  Slavy Mihov, Tyler Gleghorn, Ivan Tashev
  
  Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
  
  Publication 项目项目
- An EM-based Probabilistic Approach for Acoustic Echo Suppression
  
  Nilesh Madhu, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
  
  Publication 项目
- Robust Design of Wideband Loudspeaker Arrays
  
  Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
  
  Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
  
  Publication 项目
- A Genetic Approach to Gateless Custom VLSI Design Flow
  
  Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
  
  IEEE Int. Conf. Microelectronics (ICM) | December 2007
  
  Publication Publication Publication
- Selectively Weighted Multicast Scheduling Designs For Input-Queued Switches
  
  Shuayb Zarar
  
  IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT) | December 2007
  
  Publication Publication Publication
- Split Iterative and Sequential Multicast Scheduling for IQ Switches
  
  Shuayb Zarar
  
  IEEE Int. Conf. Information, Communications & Signal Processing (ICICS) | December 2007
  
  Publication Publication Publication
- Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
  
  Mike Seltzer, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
  
  Byung-Jun Yoon, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Stationary-Tones Interference Cancellation Using Adaptive Tracking
  
  Ivan Tashev, Henrique S. Malvar
  
  International Conference on Acoustics, Speech and Signal Processing | April 2007
  
  Publication 项目
- Microphone Array Post-Processor Using Instantaneous Direction of Arrival
  
  Ivan Tashev, Alex Acero
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
  
  Publication 项目
- Optimized Multicast Scheduling Designs for Input Queued Switches
  
  Shuayb Zarar
  
  MSR-TR-2006-205 | August 2006
  
  作者：International Business Machines (IBM) Zurich Research Laboratory
  
  Technical Report
  
  Publication
- PING: A Group-to-Individual Distributed Meeting System
  
  Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
  
  Proceedings of International Conference Multimedia and Expo | July 2006
  
  Publication
- Suppression Rule for Speech Recognition Friendly Noise Suppressors
  
  Ivan Tashev, Jasha Droppo, Alex Acero
  
  Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA’06 | March 2006
  
  Publication 项目
- Modeling Arbitrator Delay-Area Dependencies in Customizable Instruction Set Processors
  
  Shuayb Zarar, Siew-Kei Lam, Thambipillai Srikanthan
  
  IEEE Int. Workshop on Electronic Design, Test and Applications (DELTA) | January 2006
  
  Publication Publication Publication
- A Compact Multi-Sensor Headset for Hands-Free Communication
  
  Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
  
  Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
  
  Publication Publication 项目项目
- Beamformer Sensitivity to Microphone Manufacturing Tolerances
  
  Ivan Tashev
  
  Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
  
  Publication 项目
- Microphone Array for Headset with Spatial Noise Suppressor
  
  Ivan Tashev, Mike Seltzer, Alex Acero
  
  Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
  
  Publication 项目项目
- Reverberation Reduction for Better Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
  
  Publication 项目
- A New Beamformer Design Algorithm for Microphone Arrays
  
  Ivan Tashev, Henrique S. Malvar
  
  International Conference of Acoustic, Speech and Signal Processing | March 2005
  
  Publication 项目
- Reverberation Reduction for Improved Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
  
  Publication 项目
- Gain Self-Calibration Procedure for Microphone Arrays
  
  Ivan Tashev
  
  Proc. of the Int. Conf. for Multimedia and Expo (ICME) | June 2004
  
  Publication 项目
- Improving Meetings with Microphone Array Algorithms
  
  Ivan Tashev
  
  Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
  
  Publication 项目
- Distributed Meetings: A Meeting Capture and Broadcasting System
  
  Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
  
  Proceedings of ACM Multimedia 2002 | December 2002
  
  Publication
- Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation
  
  Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White
  
  ICASSP | April 2025
  
  Publication 项目
- Automated Feature Engineering for Single-Trial EEG and Eye-Tracking Classification in Predictive Text Interfaces
  
  Ard Kastrati, R. Michael Winters, Nemanja Djuric, Ivan Tashev, Yu-Te Wang
  
  13th International Winter Conference on Brain-Computer Interface (BCI) | February 2025
  
  Publication 项目
- Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
  
  Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
  
  International Conference on Multimodal Interaction | November 2024
  
  Publication 项目
- EEG and Eye-Tracking Error-Related Responses During Predictive Text Interactions: A BCI Case Study
  
  Sophia K. Mehdizadeh, Ed Cutrell, R. Michael Winters, Nemanja Djuric, Yang Cheng, Ivan Tashev, Yu Te Wang
  
  International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC ’23) | December 2023
  
  Publication 项目
- TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
  
  25th ACM International Conference on Multimodal Interaction | October 2023
  
  Publication 项目
- Towards a Better Scoring
  
  Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges
  
  RAPiD | September 2023
  
  Publication 项目
- Adaptive Training System
  
  Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges
  
  RAPiD | September 2023
  
  Publication 项目
- Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
  
  CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Finalist – Best Interactivity Demo
  
  DOI 项目
- On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
  
  Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2023
  
  Publication 项目
- Modelling the Training Process
  
  Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
  
  IEEE RAPiD | September 2022
  
  Publication 项目
- Sound Capture and Speech Enhancement for Speech-Enabled Devices
  
  Ivan Tashev, Sebastian Braun
  
  December 2021
  
  Publication 项目项目
- Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
  
  Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
  
  ICASSP 2021 | June 2021
  
  PDF DOI Publication 项目
- Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits Empathy
  
  R. Michael Winters, Bruce N. Walker, Grace Leslie
  
  2021 Human Factors in Computing Systems | May 2021
  
  Publication
- Improving the perception of a sound source’s polar angle in mixed reality
  
  Hannes Gamper, Ivan Tashev
  
  May 2018
  
  Acoustical Society of America
  
  Publication 项目
- Spatial audio feature discovery with convolutional neural networks
  
  Etienne Thuillier, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
  
  PDF 项目
- Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
  
  Ivan Tashev, Hannes Gamper
  
  The Journal of the Acoustical Society of America | June 2017, 第 141 卷
  
  Publication Publication 项目
- Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
  
  Zhong-Qiu Wang, Ivan Tashev
  
  Proc. ICASSP | March 2017
  
  Publication 项目
- Interaural time delay personalisation using incomplete head scans
  
  Hannes Gamper, David Johnston, Ivan Tashev
  
  Proc. ICASSP | March 2017
  
  Publication 项目
- Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
  
  Ivan Tashev, Zhong-Qiu Wang, Keith Godin
  
  Proc. ITA | February 2017
  
  Publication 项目
- Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
  
  Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
  
  Publication 项目
- BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
  
  Mark Thomas, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
  
  Publication 项目
- Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
  
  Hannes Gamper, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
  
  Publication 项目
- High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
  
  Jinkyu Lee, Ivan Tashev
  
  Interspeech 2015 | September 2015
  
  Publication 项目
- Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
  
  Mark Thomas, Hannes Gamper, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
  
  Hannes Gamper, Mark Thomas, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
  
  Mark Thomas, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- Assisted Listening Using a Headset
  
  Hannes Gamper, A. Franck, J. Rämö, L. Savioja, V. Välimäki
  
  IEEE Signal Processing Magazine | March 2015
  
  (accepted for publication)
  
  Publication Publication
- Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
  
  Kun Han, Dong Yu, Ivan Tashev
  
  Interspeech 2014 | September 2014
  
  Publication 项目
- Technological Trends in Natural User Interfaces
  
  Ivan Tashev
  
  “Human-Computer Interaction: Present and Future Trends”, P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | 作者：IEEE – Institute of Electrical and Electronics Engineers | 2014
  
  P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
  
  Publication Publication
- Hardware and Algorithms for Ultrasonic Depth Imaging
  
  Ivan Dokmanic, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
  
  Mark Thomas, Jens Ahrens, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- Enabling technologies for audio augmented reality systems
  
  H. Gamper, Hannes Gamper
  
  May 2014
  
  博士论文：Aalto University, Finland | May 2014
  
  Publication
- HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2014
  
  Publication 项目
- Data Driven Suppression Rule for Speech Enhancement
  
  Ivan Tashev, Malcolm Slaney
  
  Information Theory and Applications Workshop | February 2013
  
  Publication 项目
- Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
  
  Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
  
  Jens Ahrens, Ivan Tashev, Mark Thomas
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- GeoBoids: A Mobile AR Application for Exergaming
  
  R. W. Lindeman, G. Lee, L. Beattie, H. Gamper, R. Pathinarupothi, A. Akhilesh, Hannes Gamper
  
  Proc. Int. Symp. Mixed and Augmented Reality (ISMAR) | November 2012
  
  Publication
- Coherence Based Double Talk Detector with Soft Decision
  
  Ivan Tashev
  
  IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
  
  Publication 项目
- Optimizing Kinect: Audio and Acoustics (keynote)
  
  Ivan Tashev
  
  Inormation Technologies and Applications Workshop | February 2012
  
  Publication
- Statistical Modeling of the Speech Signal
  
  Ivan Tashev, Alex Acero
  
  International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
  
  Publication 项目
- Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
  
  Lae-Hoon Kim, Ivan Tashev, Alex Acero
  
  International Conference on Acoustics, Speech and Signal Processing | March 2010
  
  Publication 项目
- Speech and Sound For In-Car Infotainment Systems
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju
  
  Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
  
  Publication
- Commute UX: Voice Enabled In-car Infotainment System
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
  
  Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
  
  Publication 项目
- A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
  
  Mike Seltzer, Ivan Tashev
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication
- Data Driven Beamformer Design for Binaural Headset
  
  Ivan Tashev, Mike Seltzer
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication 项目
- Sound Capture System and Spatial Filter for Small Devices
  
  Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
  
  Proceedings of Interspeech 2008 | September 2008
  
  Publication 项目项目
- Robust Design of Wideband Loudspeaker Arrays
  
  Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
  
  Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
  
  Publication 项目
- Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
  
  Mike Seltzer, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
  
  Byung-Jun Yoon, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- A Compact Multi-Sensor Headset for Hands-Free Communication
  
  Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
  
  Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
  
  Publication Publication 项目项目
- Microphone Array for Headset with Spatial Noise Suppressor
  
  Ivan Tashev, Mike Seltzer, Alex Acero
  
  Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
  
  Publication 项目项目
- A New Beamformer Design Algorithm for Microphone Arrays
  
  Ivan Tashev, Henrique S. Malvar
  
  International Conference of Acoustic, Speech and Signal Processing | March 2005
  
  Publication 项目
- EEG and Eye-Tracking Error-Related Responses During Predictive Text Interactions: A BCI Case Study
  
  Sophia K. Mehdizadeh, Ed Cutrell, R. Michael Winters, Nemanja Djuric, Yang Cheng, Ivan Tashev, Yu Te Wang
  
  International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC ’23) | December 2023
  
  Publication 项目
- Stress Monitoring using Multimodal Bio-sensing Headset
  
  Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
  
  CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI’20 Extended Abstracts) | April 2020
  
  PDF Publication 项目
- CURE Dataset: Ladder Networks for Audio Event Classification
  
  Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
  
  2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
  
  PDF 项目
- Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
  
  Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
  
  Publication Publication Publication 项目
- Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
  
  Shuayb Zarar, Jie Liu, Matthai Philipose
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2014
  
  Best paper award nomination
  
  Publication Publication Publication 项目
- Signal Processing With Direct Computations on Compressively Sensed Data
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, 第 23 卷(1): pp. 30-43
  
  Publication Publication Publication
- A 0.6–107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG
  
  Shuayb Zarar, Kyong Ho Lee, Niraj K Jha, Naveen Verma
  
  IEEE Trans. Circuits and Systems (TCAS) – I: Regular Papers | January 2014, 第 61 卷: pp. 1105-1118
  
  Publication Publication Publication
- A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring
  
  Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
  
  Shuayb Zarar, Niraj Jha, Naveen Verma
  
  IEEE Sub-threshold Microelectronics Conference | July 2011
  
  Publication
- Digital Pacer Detection in Diagnostic Grade ECG
  
  Shuayb Zarar, Harinath Garudadri
  
  IEEE Int. Conf. E-Health Networking Applications and Services (Healthcomm) | June 2011
  
  Best-paper Award Nomination
  
  Publication Publication Publication
- A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
  
  Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Design Automation Conference (DAC)
  
  Publication
- A Low-energy Computation Platform for Data-driven Biomedical Monitoring
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Publication Publication
- Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation
  
  Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White
  
  ICASSP | April 2025
  
  Publication 项目
- Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
  
  Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
  
  International Conference on Multimodal Interaction | November 2024
  
  Publication 项目
- TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
  
  25th ACM International Conference on Multimodal Interaction | October 2023
  
  Publication 项目
- On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
  
  Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2023
  
  Publication 项目
- Modelling the Training Process
  
  Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
  
  IEEE RAPiD | September 2022
  
  Publication 项目
- Sound Capture and Speech Enhancement for Speech-Enabled Devices
  
  Ivan Tashev, Sebastian Braun
  
  December 2021
  
  Publication 项目项目
- A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
  
  Publication 项目
- Machine Learning for Placement-insensitive Inertial Motion Capture
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
  
  Publication Publication 视频下载项目
- Packet Loss Concealment with Recurrent Neural Networks for Wireless Inertial Pose Tracking
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | March 2018
  
  论文与出版物论文与出版物项目
- Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
  
  Publication Publication 项目
- Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
  
  Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
  
  Proc. HSCMA | March 2017
  
  Publication 项目
- Measuring the Impact of Memory Errors on Application Performance
  
  Mark Gottscho, Bikash Sharma, Puneet Gupta, Shuayb Zarar, Sriram Govindan, Di Wang
  
  IEEE Computer Architecture Letters (CAL) | August 2016
  
  Publication 项目
- FXplore: Creating Soft Heterogeneity in Clusters Through BIOS Reconfiguration
  
  Xin Zhang, Shuayb Zarar, Sherief Reda
  
  IEEE/ACM Symp. Cluster, Cloud and Grid Computing (CCGrid) | May 2016
  
  Publication 项目
- X-Mem: A Cross-platform and Extensible Memory Characterization Tool For the Cloud
  
  Mark Gottscho, Sriram Govindan, Bikash Sharma, Shuayb Zarar, Puneet Gupta
  
  IEEE Symp. Performance Analysis of Systems and Software (ISPASS) | April 2016
  
  Publication Publication Publication 项目
- An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
  
  Soham Desai, Shuayb Zarar, Arijit Raychowdhury
  
  IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, 第 1 卷: pp. 187-194
  
  Publication Publication Publication 项目
- Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
  
  Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
  
  Springer Mobile Cloud Visual Media Computing (MCVMC) | 作者：Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
  
  Publication Publication Publication 项目
- A Compressed-sensing Sensor-on-chip Incorporating Statistics Collection to Improve Reconstruction Performance
  
  Vahid Behravan, Shuo Li, Neil Glover, Chia-Hung Chen, Shuayb Zarar, Gabor Temes, Patrick Chiang
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2015
  
  Publication Publication Publication 项目
- An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines
  
  Soham Desai, Shuayb Zarar, Arijit Raychowdhury
  
  IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015
  
  Publication Publication 项目
- Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
  
  Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
  
  Publication Publication Publication 项目
- Scalable-effort Classifiers for Energy-efficient Machine Learning
  
  Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
  
  IEEE/ACM Design Automation Conference (DAC) | June 2015
  
  Publication Publication 项目
- SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
  
  Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
  
  Publication Publication 项目项目
- Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
  
  Shuayb Zarar, Jie Liu, Matthai Philipose
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2014
  
  Best paper award nomination
  
  Publication Publication Publication 项目
- Hardware and Algorithms for Ultrasonic Depth Imaging
  
  Ivan Dokmanic, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- Daredevil: Indoor Location Using Sound
  
  Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
  
  ACM Mobile Computing and Communications Review (MC2R) | April 2014
  
  Publication 项目
- Signal Processing With Direct Computations on Compressively Sensed Data
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, 第 23 卷(1): pp. 30-43
  
  Publication Publication Publication
- HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2014
  
  Publication 项目
- A 0.6–107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG
  
  Shuayb Zarar, Kyong Ho Lee, Niraj K Jha, Naveen Verma
  
  IEEE Trans. Circuits and Systems (TCAS) – I: Regular Papers | January 2014, 第 61 卷: pp. 1105-1118
  
  Publication Publication Publication
- Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, 第 21 卷: pp. 1849-1862
  
  Publication Publication Publication
- Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
  
  Ivan Tashev
  
  Signal Processing Magazine | September 2013
  
  Publication 项目
- Design of Energy-efficient Sensing Systems with Direct Computations on Compressively-sensed Data
  
  Shuayb Zarar
  
  September 2013
  
  博士论文：Princeton University, Princeton NJ | September 2013
  
  Publication Publication
- Data Driven Suppression Rule for Speech Enhancement
  
  Ivan Tashev, Malcolm Slaney
  
  Information Theory and Applications Workshop | February 2013
  
  Publication 项目
- Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
  
  Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
  
  Jens Ahrens, Ivan Tashev, Mark Thomas
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- A Compressed-domain Processor for Seizure Detection to Simultaneously Reduce Computation and Communication Energy
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2012
  
  Publication Publication Publication
- A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring
  
  Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Concepts in Genetic System Design: Optimal and Reliable Methods
  
  Shuayb Zarar
  
  Published by LAP LAMBERT Academic Publishing | January 2012
  
  ISBN: 978-3-8473-3169-8
  
  Publication
- Digital Pacer Detection in Diagnostic Grade ECG
  
  Shuayb Zarar, Harinath Garudadri
  
  IEEE Int. Conf. E-Health Networking Applications and Services (Healthcomm) | June 2011
  
  Best-paper Award Nomination
  
  Publication Publication Publication
- A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
  
  Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Design Automation Conference (DAC)
  
  Publication
- A Low-energy Computation Platform for Data-driven Biomedical Monitoring
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Publication Publication
- A New Speaker Identification Algorithm for Gaming Scenarios
  
  Hoang Do, Ivan Tashev, Alex Acero
  
  ICASSP | May 2011
  
  Publication 项目
- Hardware Based Genetic Evolution of Self-adaptive Arbitrary Response FIR Filters
  
  Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
  
  ACM Journal of Applied Soft Computing (JSOC) | January 2011, 第 11 卷(1): pp. 842-854
  
  Publication Publication Publication
- Low-cost Space Varying FIR Filter Architecture for Computational Imaging Systems
  
  Guotong Feng, Shuayb Zarar, Edward Schwartz, Dirk Robinson
  
  SPIE Digital Photography VI | January 2010
  
  Publication Publication Publication
- Speech and Sound For In-Car Infotainment Systems
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju
  
  Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
  
  Publication
- Commute UX: Voice Enabled In-car Infotainment System
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
  
  Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
  
  Publication 项目
- Low-complexity Digital Filter Geometry for Spherical Coded Imaging
  
  Guotong Feng, Shuayb Zarar, Dirk Robinson
  
  SPIE Novel Optical Systems Design and Optimization XII | August 2009, 第 7429 卷
  
  Publication Publication Publication
- Unified Framework for Single Channel Speech Enhancement
  
  Ivan Tashev, Andrew Lovitt, Alex Acero
  
  2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
  
  Publication 项目
- Peak Dynamic Power Estimation of FPGA-mapped Digital Designs
  
  Shyamala K. Ravi, Shuayb Zarar, Kamakoti Veezhinathan
  
  IEEE Symp. VLSI Design and Test | July 2009
  
  Publication
- Sound Capture and Processing: Practical Approaches
  
  Ivan Tashev
  
  Published by Wiley | July 2009
  
  ISBN: 978-0-470-31983-3
  
  Publication 项目
- A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
  
  Mike Seltzer, Ivan Tashev
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication
- Data Driven Beamformer Design for Binaural Headset
  
  Ivan Tashev, Mike Seltzer
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication 项目
- Sound Capture System and Spatial Filter for Small Devices
  
  Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
  
  Proceedings of Interspeech 2008 | September 2008
  
  Publication 项目项目
- A SEU Tolerant CLB RAM for In-circuit Reconfiguration
  
  K. S. Karthik, S. Sundar, N. Ramasubramanian, Noor Mahammad, Shuayb Zarar, Kamakoti Veezhinathan
  
  IEEE Symp. VLSI Design and Test | July 2008
  
  Publication
- Concepts in Reliable and Optimal Systems Design
  
  Shuayb Zarar
  
  May 2008
  
  硕士论文：Indian Institute of Technology Madras, India | May 2008
  
  Academic Dissertations
  
  Publication
- Robust Design of Wideband Loudspeaker Arrays
  
  Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
  
  Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
  
  Publication 项目
- A Genetic Approach to Gateless Custom VLSI Design Flow
  
  Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
  
  IEEE Int. Conf. Microelectronics (ICM) | December 2007
  
  Publication Publication Publication
- Selectively Weighted Multicast Scheduling Designs For Input-Queued Switches
  
  Shuayb Zarar
  
  IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT) | December 2007
  
  Publication Publication Publication
- Split Iterative and Sequential Multicast Scheduling for IQ Switches
  
  Shuayb Zarar
  
  IEEE Int. Conf. Information, Communications & Signal Processing (ICICS) | December 2007
  
  Publication Publication Publication
- Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
  
  Mike Seltzer, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
  
  Byung-Jun Yoon, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Optimized Multicast Scheduling Designs for Input Queued Switches
  
  Shuayb Zarar
  
  MSR-TR-2006-205 | August 2006
  
  作者：International Business Machines (IBM) Zurich Research Laboratory
  
  Technical Report
  
  Publication
- Modeling Arbitrator Delay-Area Dependencies in Customizable Instruction Set Processors
  
  Shuayb Zarar, Siew-Kei Lam, Thambipillai Srikanthan
  
  IEEE Int. Workshop on Electronic Design, Test and Applications (DELTA) | January 2006
  
  Publication Publication Publication
- A Compact Multi-Sensor Headset for Hands-Free Communication
  
  Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
  
  Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
  
  Publication Publication 项目项目
- Beamformer Sensitivity to Microphone Manufacturing Tolerances
  
  Ivan Tashev
  
  Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
  
  Publication 项目
- Microphone Array for Headset with Spatial Noise Suppressor
  
  Ivan Tashev, Mike Seltzer, Alex Acero
  
  Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
  
  Publication 项目项目
- Reverberation Reduction for Better Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
  
  Publication 项目
- A New Beamformer Design Algorithm for Microphone Arrays
  
  Ivan Tashev, Henrique S. Malvar
  
  International Conference of Acoustic, Speech and Signal Processing | March 2005
  
  Publication 项目
- Reverberation Reduction for Improved Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
  
  Publication 项目
- Gain Self-Calibration Procedure for Microphone Arrays
  
  Ivan Tashev
  
  Proc. of the Int. Conf. for Multimedia and Expo (ICME) | June 2004
  
  Publication 项目
- Gain Self-Calibration Procedure for Microphone Arrays
  
  Ivan Tashev
  
  Proceedings of International Conference for Multimedia and Expo ICME 2004 | June 2004
  
  Publication
- Improving Meetings with Microphone Array Algorithms
  
  Ivan Tashev
  
  Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
  
  Publication 项目
- Audio Entailment: Assessing Deductive Reasoning for Audio Understanding
  
  Soham Deshmukh, Shuo Han, Hazim T. Bukhari, Benjamin Elizalde, Hannes Gamper, Rita Singh, Bhiksha Raj
  
  AAAI Conference on Artificial Intelligence | April 2025
  
  PDF
- Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
  
  Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
  
  International Conference on Multimodal Interaction | November 2024
  
  Publication 项目
- PAM: Prompting Audio-Language Models for Audio Quality Assessment
  
  Soham Deshmukh, Dareen Alharthi, Benjamin Elizalde, Hannes Gamper, Mahmoud Al Ismail, Rita Singh, Bhiksha Raj, Huaming Wang
  
  Interspeech | September 2024
  
  PDF
- Workload estimator using EEG and eye-tracking
  
  Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp
  
  EMBC 2024 | July 2024
  
  Publication 项目
- Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface
  
  Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock
  
  IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, 第 32 卷: pp. 2209-2219
  
  Publication 项目
- Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
  
  Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
  
  February 2022
  
  Publication 项目
- A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials
  
  Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev
  
  International IEEE/EMBS Conference on Neural Engineering | May 2021
  
  Publication 项目
- The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
  
  Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
  
  Interspeech | October 2020
  
  Publication 项目
- Data augmentation and loss normalization for deep noise suppression
  
  Sebastian Braun, Ivan Tashev
  
  International Conference on Speech and Computer (SPECOM) | October 2020
  
  Publication 项目
- Sentiment Detection from ASR Output
  
  Ivan Tashev, Dimitra Emmanouilidou
  
  International Conference on Information Technologies | September 2019
  
  Publication 项目
- CURE Dataset: Ladder Networks for Audio Event Classification
  
  Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
  
  2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
  
  PDF 项目
- Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
  
  Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
  
  Publication
- Blind reverberation time estimation using a convolutional neural network
  
  Hannes Gamper, Ivan Tashev
  
  Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
  
  Nominated for best paper award
  
  PDF 项目
- A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
  
  Publication 项目
- Machine Learning for Placement-insensitive Inertial Motion Capture
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
  
  Publication Publication 视频下载项目
- Spatial audio feature discovery with convolutional neural networks
  
  Etienne Thuillier, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
  
  PDF 项目
- Convolutional-Recurrent Neural Networks for Speech Enhancement
  
  Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
  
  Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
  
  Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Packet Loss Concealment with Recurrent Neural Networks for Wireless Inertial Pose Tracking
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | March 2018
  
  论文与出版物论文与出版物项目
- Precision Scaling of Neural Networks for Audio Processing
  
  Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
  
  Publication Publication 项目
- A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目
- Ultrasound-based Gesture Recognition
  
  Amit Das, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目项目
- Inference Remapping for Vehicular Analytics
  
  Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
  
  MSR-TR-2016-1136 | August 2016
  
  作者：Microsoft
  
  Publication 项目
- An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
  
  Soham Desai, Shuayb Zarar, Arijit Raychowdhury
  
  IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, 第 1 卷: pp. 187-194
  
  Publication Publication Publication 项目
- Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
  
  Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
  
  Springer Mobile Cloud Visual Media Computing (MCVMC) | 作者：Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
  
  Publication Publication Publication 项目
- High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
  
  Jinkyu Lee, Ivan Tashev
  
  Interspeech 2015 | September 2015
  
  Publication 项目
- Scalable-effort Classifiers for Energy-efficient Machine Learning
  
  Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
  
  IEEE/ACM Design Automation Conference (DAC) | June 2015
  
  Publication Publication 项目
- SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
  
  Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
  
  Publication Publication 项目项目
- Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
  
  Shuayb Zarar, Jie Liu, Matthai Philipose
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2014
  
  Best paper award nomination
  
  Publication Publication Publication 项目
- HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
  
  Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2014
  
  Publication 项目
- Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, 第 21 卷: pp. 1849-1862
  
  Publication Publication Publication
- Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
  
  Shuayb Zarar, Niraj Jha, Naveen Verma
  
  IEEE Sub-threshold Microelectronics Conference | July 2011
  
  Publication
- A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
  
  Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Design Automation Conference (DAC)
  
  Publication
- A Low-energy Computation Platform for Data-driven Biomedical Monitoring
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Publication Publication
- CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling
  
  Ruihan Yang, Hannes Gamper, Sebastian Braun
  
  AVGenL: Audio-Visual Generation and Learning (workshop at ECCV 2024) | September 2024
  
  Publication
- TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
  
  25th ACM International Conference on Multimodal Interaction | October 2023
  
  Publication 项目
- Sound Capture and Speech Enhancement for Speech-Enabled Devices
  
  Ivan Tashev, Sebastian Braun
  
  December 2021
  
  Publication 项目项目
- Sentiment Detection from ASR Output
  
  Ivan Tashev, Dimitra Emmanouilidou
  
  International Conference on Information Technologies | September 2019
  
  Publication 项目
- Aesthetic Modification of Room Impulse Responses for Interactive Auralization
  
  Keith Godin, Hannes Gamper, Nikunj Raghuvanshi
  
  AES International Conference on Immersive and Interactive Audio | March 2019
  
  PDF Publication 项目
- A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
  
  Publication 项目
- Machine Learning for Placement-insensitive Inertial Motion Capture
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
  
  Publication Publication 视频下载项目
- Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
  
  Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
  
  Proc. HSCMA | March 2017
  
  Publication 项目
- A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
  
  Seyedmahdad Mirsamadi, Ivan Tashev
  
  Proc. InterSpeech 2016 | May 2016
  
  Publication 项目
- DNN-based Causal Voice Activity Detector
  
  Ivan Tashev, Seyedmahdad Mirsamadi
  
  Information Theory and Applications Workshop | February 2016
  
  Publication 项目
- Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
  
  Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
  
  WASPAA | October 2015
  
  Publication 项目
- High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
  
  Jinkyu Lee, Ivan Tashev
  
  Interspeech 2015 | September 2015
  
  Publication 项目
- Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
  
  Mark Thomas, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- Offline Voice Activity Detector Using Speech Supergaussianity
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2015
  
  Publication 项目
- Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
  
  Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
  
  IWAENC | September 2014
  
  Publication 项目
- Application of Measured Directivity Patterns to Acoustic Array Processing
  
  Mark Thomas
  
  May 2014
  
  Publication
- Hardware and Algorithms for Ultrasonic Depth Imaging
  
  Ivan Dokmanic, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
  
  Mark Thomas, Jens Ahrens, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
  
  Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2014
  
  Publication 项目
- Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
  
  Publication 项目
- Data Driven Suppression Rule for Speech Enhancement
  
  Ivan Tashev, Malcolm Slaney
  
  Information Theory and Applications Workshop | February 2013
  
  Publication 项目
- Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
  
  Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
  
  Jens Ahrens, Ivan Tashev, Mark Thomas
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
  
  Mark Thomas, Jens Ahrens, Ivan Tashev
  
  Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
  
  Publication 项目
- Coherence Based Double Talk Detector with Soft Decision
  
  Ivan Tashev
  
  IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
  
  Publication 项目
- Optimizing Kinect: Audio and Acoustics (keynote)
  
  Ivan Tashev
  
  Inormation Technologies and Applications Workshop | February 2012
  
  Publication
- Coherence Based Double Talk Detector with Adaptive Threshold
  
  Ivan Tashev
  
  XX Scientific Conference ELECTRONICS ET2011 | September 2011
  
  Publication 项目
- A New Speaker Identification Algorithm for Gaming Scenarios
  
  Hoang Do, Ivan Tashev, Alex Acero
  
  ICASSP | May 2011
  
  Publication 项目
- Statistical Modeling of the Speech Signal
  
  Ivan Tashev, Alex Acero
  
  International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
  
  Publication 项目
- Dual stage probabilistic voice activity detector
  
  Ivan Tashev, Andrew Lovitt, Alex Acero
  
  NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
  
  Publication 项目
- Speech and Sound For In-Car Infotainment Systems
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju
  
  Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
  
  Publication
- Commute UX: Voice Enabled In-car Infotainment System
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
  
  Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
  
  Publication 项目
- Unified Framework for Single Channel Speech Enhancement
  
  Ivan Tashev, Andrew Lovitt, Alex Acero
  
  2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
  
  Publication 项目
- Sound Capture and Processing: Practical Approaches
  
  Ivan Tashev
  
  Published by Wiley | July 2009
  
  ISBN: 978-0-470-31983-3
  
  Publication 项目
- A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
  
  Mike Seltzer, Ivan Tashev
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication
- Data Driven Beamformer Design for Binaural Headset
  
  Ivan Tashev, Mike Seltzer
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication 项目
- Sound Capture System and Spatial Filter for Small Devices
  
  Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
  
  Proceedings of Interspeech 2008 | September 2008
  
  Publication 项目项目
- Robust Design of Wideband Loudspeaker Arrays
  
  Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
  
  Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
  
  Publication 项目
- Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
  
  Mike Seltzer, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
  
  Byung-Jun Yoon, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Stationary-Tones Interference Cancellation Using Adaptive Tracking
  
  Ivan Tashev, Henrique S. Malvar
  
  International Conference on Acoustics, Speech and Signal Processing | April 2007
  
  Publication 项目
- Training Audio Captioning Models without Audio
  
  Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
  
  2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
  
  PDF
- Sound sample detection and numerosity estimation using auditory display
  
  Hannes Gamper, Christina Dicke, Mark Billinghurst, Kai Puolamäki
  
  ACM Transactions on Applied Perception | February 2013, 第 10 卷
  
  http://doi.acm.org/10.1145/2422105.2422109
  
  Publication
- Data Science Education: The Signal Processing Perspective [SP Education]
  
  Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
  
  IEEE Signal Processing Magazine | November 2023, 第 40 卷(7): pp. 89-93
  
  Publication
- Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits Empathy
  
  R. Michael Winters, Bruce N. Walker, Grace Leslie
  
  2021 Human Factors in Computing Systems | May 2021
  
  Publication
- Sentiment Detection from Speech Recognition Output
  
  Ivan Tashev, Dimitra Emmanouilidou
  
  Engineering Sciences | July 2020, 第 LVII 卷(2)
  
  Publication 项目
- Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
  
  Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
  
  Publication
- Convolutional-Recurrent Neural Networks for Speech Enhancement
  
  Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
  
  Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
  
  Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Precision Scaling of Neural Networks for Audio Processing
  
  Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目
- Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
  
  Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
  
  Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
  
  Publication Publication Publication
- Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
  
  Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
  
  Proc. InterSpeech 2016 | August 2016
  
  Publication Publication
- Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
  
  Publication 项目
- Enhanced Sound Capture System for Small Devices
  
  Slavy Mihov, Tyler Gleghorn, Ivan Tashev
  
  Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
  
  Publication 项目项目
- An EM-based Probabilistic Approach for Acoustic Echo Suppression
  
  Nilesh Madhu, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
  
  Publication 项目
- Microphone Array Post-Processor Using Instantaneous Direction of Arrival
  
  Ivan Tashev, Alex Acero
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
  
  Publication 项目
- Suppression Rule for Speech Recognition Friendly Noise Suppressors
  
  Ivan Tashev, Jasha Droppo, Alex Acero
  
  Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA’06 | March 2006
  
  Publication 项目
- Reverberation Reduction for Improved Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
  
  Publication 项目
- Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
  
  Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
  
  Publication
- Blind reverberation time estimation using a convolutional neural network
  
  Hannes Gamper, Ivan Tashev
  
  Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
  
  Nominated for best paper award
  
  PDF 项目
- Convolutional-Recurrent Neural Networks for Speech Enhancement
  
  Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
  
  Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
  
  Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Precision Scaling of Neural Networks for Audio Processing
  
  Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Comparing Modeled and Measurement-Based Spherical Harmonic Encoding Filters for Spherical Microphone Arrays
  
  Archontis Politis, Hannes Gamper
  
  Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2017
  
  Publication 项目项目
- A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目
- Ultrasound-based Gesture Recognition
  
  Amit Das, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目项目
- Clock drift estimation and compensation for asynchronous impulse response measurements
  
  Hannes Gamper
  
  Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) | March 2017
  
  PDF
- Inference Remapping for Vehicular Analytics
  
  Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
  
  MSR-TR-2016-1136 | August 2016
  
  作者：Microsoft
  
  Publication 项目
- Concepts in Genetic System Design: Optimal and Reliable Methods
  
  Shuayb Zarar
  
  Published by LAP LAMBERT Academic Publishing | January 2012
  
  ISBN: 978-3-8473-3169-8
  
  Publication
- Concepts in Reliable and Optimal Systems Design
  
  Shuayb Zarar
  
  May 2008
  
  硕士论文：Indian Institute of Technology Madras, India | May 2008
  
  Academic Dissertations
  
  Publication
- Reverberation Reduction for Better Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
  
  Publication 项目
- Reverberation Reduction for Improved Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
  
  Publication 项目
- Application of Measured Directivity Patterns to Acoustic Array Processing
  
  Mark Thomas
  
  May 2014
  
  Publication
- A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
  
  Publication 项目
- Machine Learning for Placement-insensitive Inertial Motion Capture
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
  
  Publication Publication 视频下载项目
- Packet Loss Concealment with Recurrent Neural Networks for Wireless Inertial Pose Tracking
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | March 2018
  
  论文与出版物论文与出版物项目
- Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
  
  Publication Publication 项目
- Ultrasound-based Gesture Recognition
  
  Amit Das, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目项目
- Inference Remapping for Vehicular Analytics
  
  Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
  
  MSR-TR-2016-1136 | August 2016
  
  作者：Microsoft
  
  Publication 项目
- Measuring the Impact of Memory Errors on Application Performance
  
  Mark Gottscho, Bikash Sharma, Puneet Gupta, Shuayb Zarar, Sriram Govindan, Di Wang
  
  IEEE Computer Architecture Letters (CAL) | August 2016
  
  Publication 项目
- FXplore: Creating Soft Heterogeneity in Clusters Through BIOS Reconfiguration
  
  Xin Zhang, Shuayb Zarar, Sherief Reda
  
  IEEE/ACM Symp. Cluster, Cloud and Grid Computing (CCGrid) | May 2016
  
  Publication 项目
- X-Mem: A Cross-platform and Extensible Memory Characterization Tool For the Cloud
  
  Mark Gottscho, Sriram Govindan, Bikash Sharma, Shuayb Zarar, Puneet Gupta
  
  IEEE Symp. Performance Analysis of Systems and Software (ISPASS) | April 2016
  
  Publication Publication Publication 项目
- An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
  
  Soham Desai, Shuayb Zarar, Arijit Raychowdhury
  
  IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, 第 1 卷: pp. 187-194
  
  Publication Publication Publication 项目
- Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
  
  Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
  
  Springer Mobile Cloud Visual Media Computing (MCVMC) | 作者：Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
  
  Publication Publication Publication 项目
- Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
  
  Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
  
  Publication Publication Publication 项目
- Scalable-effort Classifiers for Energy-efficient Machine Learning
  
  Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
  
  IEEE/ACM Design Automation Conference (DAC) | June 2015
  
  Publication Publication 项目
- SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
  
  Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
  
  Publication Publication 项目项目
- Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
  
  Shuayb Zarar, Jie Liu, Matthai Philipose
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2014
  
  Best paper award nomination
  
  Publication Publication Publication 项目
- Daredevil: Indoor Location Using Sound
  
  Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
  
  ACM Mobile Computing and Communications Review (MC2R) | April 2014
  
  Publication 项目
- Signal Processing With Direct Computations on Compressively Sensed Data
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, 第 23 卷(1): pp. 30-43
  
  Publication Publication Publication
- Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, 第 21 卷: pp. 1849-1862
  
  Publication Publication Publication
- Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
  
  Ivan Tashev
  
  Signal Processing Magazine | September 2013
  
  Publication 项目
- Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
  
  George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
  
  CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
  
  Selected as one of top 3 papers.
  
  Publication 项目
- Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
  
  Shuayb Zarar, Niraj Jha, Naveen Verma
  
  IEEE Sub-threshold Microelectronics Conference | July 2011
  
  Publication
- A Low-energy Computation Platform for Data-driven Biomedical Monitoring
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Publication Publication
- Hardware Based Genetic Evolution of Self-adaptive Arbitrary Response FIR Filters
  
  Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
  
  ACM Journal of Applied Soft Computing (JSOC) | January 2011, 第 11 卷(1): pp. 842-854
  
  Publication Publication Publication
- Low-complexity Digital Filter Geometry for Spherical Coded Imaging
  
  Guotong Feng, Shuayb Zarar, Dirk Robinson
  
  SPIE Novel Optical Systems Design and Optimization XII | August 2009, 第 7429 卷
  
  Publication Publication Publication
- Selectively Weighted Multicast Scheduling Designs For Input-Queued Switches
  
  Shuayb Zarar
  
  IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT) | December 2007
  
  Publication Publication Publication
- Split Iterative and Sequential Multicast Scheduling for IQ Switches
  
  Shuayb Zarar
  
  IEEE Int. Conf. Information, Communications & Signal Processing (ICICS) | December 2007
  
  Publication Publication Publication
- Optimized Multicast Scheduling Designs for Input Queued Switches
  
  Shuayb Zarar
  
  MSR-TR-2006-205 | August 2006
  
  作者：International Business Machines (IBM) Zurich Research Laboratory
  
  Technical Report
  
  Publication
- Modelling and estimation of the spatial impulse response in reverberant conditions
  
  Ivan Tashev, Hannes Gamper, Lyle Corbin
  
  June 2017
  
  Acoustical Society of America
  
  Publication Publication 项目
- Scalable-effort Classifiers for Energy-efficient Machine Learning
  
  Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
  
  IEEE/ACM Design Automation Conference (DAC) | June 2015
  
  Publication Publication 项目
- SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
  
  Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
  
  Publication Publication 项目项目
- Low-cost Space Varying FIR Filter Architecture for Computational Imaging Systems
  
  Guotong Feng, Shuayb Zarar, Edward Schwartz, Dirk Robinson
  
  SPIE Digital Photography VI | January 2010
  
  Publication Publication Publication
- Low-complexity Digital Filter Geometry for Spherical Coded Imaging
  
  Guotong Feng, Shuayb Zarar, Dirk Robinson
  
  SPIE Novel Optical Systems Design and Optimization XII | August 2009, 第 7429 卷
  
  Publication Publication Publication
- PING: A Group-to-Individual Distributed Meeting System
  
  Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
  
  Proceedings of International Conference Multimedia and Expo | July 2006
  
  Publication
- A Compact Multi-Sensor Headset for Hands-Free Communication
  
  Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
  
  Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
  
  Publication Publication 项目项目
- Distributed Meetings: A Meeting Capture and Broadcasting System
  
  Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
  
  Proceedings of ACM Multimedia 2002 | December 2002
  
  Publication
- Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
  
  Shuayb Zarar, Niraj Jha, Naveen Verma
  
  IEEE Sub-threshold Microelectronics Conference | July 2011
  
  Publication
- Peak Dynamic Power Estimation of FPGA-mapped Digital Designs
  
  Shyamala K. Ravi, Shuayb Zarar, Kamakoti Veezhinathan
  
  IEEE Symp. VLSI Design and Test | July 2009
  
  Publication

- Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation
  
  Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White
  
  ICASSP | April 2025
  
  Publication 项目
- Audio Entailment: Assessing Deductive Reasoning for Audio Understanding
  
  Soham Deshmukh, Shuo Han, Hazim T. Bukhari, Benjamin Elizalde, Hannes Gamper, Rita Singh, Bhiksha Raj
  
  AAAI Conference on Artificial Intelligence | April 2025
  
  PDF
- Distillation and Pruning for Scalable Self-Supervised Representation-Based Speech Quality Assessment
  
  Benjamin Stahl, Hannes Gamper
  
  2025 International Conference on Acoustics, Speech, and Signal Processing | April 2025
  
  PDF
- Ultra-Low Latency Speech Enhancement -A Comprehensive Study
  
  Haibin Wu, Sebastian Braun
  
  2025 International Conference on Acoustics, Speech, and Signal Processing | April 2025
  
  Publication 项目
- Automated Feature Engineering for Single-Trial EEG and Eye-Tracking Classification in Predictive Text Interfaces
  
  Ard Kastrati, R. Michael Winters, Nemanja Djuric, Ivan Tashev, Yu-Te Wang
  
  13th International Winter Conference on Brain-Computer Interface (BCI) | February 2025
  
  Publication 项目
- Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
  
  Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
  
  International Conference on Multimodal Interaction | November 2024
  
  Publication 项目
- PAM: Prompting Audio-Language Models for Audio Quality Assessment
  
  Soham Deshmukh, Dareen Alharthi, Benjamin Elizalde, Hannes Gamper, Mahmoud Al Ismail, Rita Singh, Bhiksha Raj, Huaming Wang
  
  Interspeech | September 2024
  
  PDF
- CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling
  
  Ruihan Yang, Hannes Gamper, Sebastian Braun
  
  AVGenL: Audio-Visual Generation and Learning (workshop at ECCV 2024) | September 2024
  
  Publication
- Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data
  
  Eloi Moliner, Sebastian Braun, Hannes Gamper
  
  International Workshop on Acoustic Signal Enhancement (IWAENC) 2024 | September 2024
  
  Publication
- Domain mismatch and data augmentation in speech emotion recognition
  
  Dimitra Emmanouilidou, Hannes Gamper, Midia Yousefi
  
  SMM24, Interspeech Workshop on Speech, Music and Mind 2024 | September 2024
  
  Publication 项目
- Multi-label audio classification with a noisy zero-shot teacher
  
  Sebastian Braun, Hannes Gamper
  
  International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2024
  
  Publication 项目
- Workload estimator using EEG and eye-tracking
  
  Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp
  
  EMBC 2024 | July 2024
  
  Publication 项目
- Adapting Frechet Audio Distance for Generative Music Evaluation
  
  Azalea Gui, Hannes Gamper, Sebastian Braun, Dimitra Emmanouilidou
  
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2024
  
  Best student paper award at IEEE ICASSP 2024
  
  Preprint 视频
- Training Audio Captioning Models without Audio
  
  Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
  
  2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
  
  PDF
- EEG and Eye-Tracking Error-Related Responses During Predictive Text Interactions: A BCI Case Study
  
  Sophia K. Mehdizadeh, Ed Cutrell, R. Michael Winters, Nemanja Djuric, Yang Cheng, Ivan Tashev, Yu Te Wang
  
  International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC ’23) | December 2023
  
  Publication 项目
- TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
  
  25th ACM International Conference on Multimodal Interaction | October 2023
  
  Publication 项目
- Towards a Better Scoring
  
  Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges
  
  RAPiD | September 2023
  
  Publication 项目
- Adaptive Training System
  
  Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges
  
  RAPiD | September 2023
  
  Publication 项目
- Speech MOS multi-task learning and rater bias correction
  
  Haleh Akrami, Hannes Gamper
  
  IEEE ICASSP | June 2023
  
  Publication
- Multi-View Learning for Speech Emotion Recognition
  
  Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
  
  International Conference on Acoustics, Speech and Signal Processing | June 2023
  
  Publication 项目
- Towards Real-Time Single-Channel Speech Separation in Noisy and Reverberant Environments
  
  Julian Neri, Sebastian Braun
  
  2023 International Conference on Acoustics, Speech, and Signal Processing | June 2023
  
  Preprint 项目
- Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
  
  CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Finalist – Best Interactivity Demo
  
  DOI 项目
- On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
  
  Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2023
  
  Publication 项目
- Modelling the Training Process
  
  Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
  
  IEEE RAPiD | September 2022
  
  Publication 项目
- Predicting score distribution to improve non-intrusive speech quality estimation
  
  Abu Zaher Md Faridee, Hannes Gamper
  
  Interspeech | September 2022
  
  PDF
- Task splitting for DNN-based acoustic echo and noise removal
  
  Sebastian Braun, Maria Luis Valero
  
  IWAENC | September 2022
  
  PDF 项目
- Towards all-purpose full-sphere binaural localization
  
  Shoken Kaneko, Hannes Gamper
  
  IEEE Eusipco | August 2022
  
  PDF 项目
- Toxic Speech and Speech Emotions: Investigations of Audio-based Modeling and Intercorrelations
  
  Wei-Cheng Lin, Dimitra Emmanouilidou
  
  European Signal Processing Conference (EUSIPCO) | August 2022
  
  Publication 项目
- ICASSP 2022 Acoustic Echo Cancellation Challenge
  
  Ross Cutler, Ando Saabas, Tanel Parnamaa, Marju Purin, Hannes Gamper, Sebastian Braun, Karsten Sorensen, Robert Aichner
  
  ICASSP | May 2022
  
  Publication 项目
- ICASSP 2022 Deep Noise Suppression Challenge
  
  Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
  
  ICASSP | May 2022
  
  Publication 项目
- Effect of Noise Suppression Losses on Speech Distortion and ASR Performance
  
  Sebastian Braun, Hannes Gamper
  
  ICASSP | May 2022
  
  Publication 项目
- Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
  
  Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
  
  February 2022
  
  Publication 项目
- Detection of Robocall and Spam Calls using Acoustic Features of Incoming Voicemails
  
  Benjamin Elizalde, Dimitra Emmanouilidou
  
  Proc. Mtgs. Acoust | December 2021
  
  DOI 项目
- Sound Capture and Speech Enhancement for Speech-Enabled Devices
  
  Ivan Tashev, Sebastian Braun
  
  December 2021
  
  Publication 项目项目
- Low complexity online convolutional beamforming
  
  Sebastian Braun, Ivan Tashev
  
  Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2021
  
  Publication 项目
- A Fast Forest Reverberator Using Single Scattering Cylinders
  
  Shoken Kaneko, Hannes Gamper
  
  IEEE MMSP | October 2021
  
  PDF
- On training targets for noise-robust voice activity detection
  
  Sebastian Braun, Ivan Tashev
  
  European Signal Processing Conference (EUSIPCO) | August 2021
  
  Publication 项目
- INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
  
  Ross Cutler, Ando Saabas, Tanel Panarmaa, Markus Loide, Sten Sootla, Marju Purin, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
  
  Interspeech 2021 | August 2021
  
  Publication 项目
- Audio-based Toxic Language Classification using Self-attentive Convolutional Neural Network
  
  Midia Yousefi, Dimitra Emmanouilidou
  
  2021 29th European Signal Processing Conference (EUSIPCO) | August 2021
  
  Publication 视频项目
- A Consolidated View of Loss Functions for Supervised Deep Learning-based Speech Enhancement
  
  Sebastian Braun, Ivan Tashev
  
  International Conference on Telecommunications and Signal Processing | July 2021
  
  Publication 项目
- ICASSP 2021 Acoustic Echo Cancellation Challenge: Datasets, Testing Framework, and Results
  
  Kusha Sridhar, Ross Cutler, Ando Saabas, Tanel Parnamaa, Markus Loide, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目
- ICASSP 2021 Deep Noise Suppression Challenge
  
  Chandan K A Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目
- DBNET: DOA-driven beamforming network for end-to-end farfield sound source separation
  
  Ali Aroudi, Sebastian Braun
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目项目
- Towards Efficient Models for Real-Time Deep Noise Suppression
  
  Sebastian Braun, Hannes Gamper, Chandan K A Reddy, Ivan Tashev
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication 项目
- Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
  
  Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
  
  ICASSP 2021 | June 2021
  
  PDF DOI Publication 项目
- A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials
  
  Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev
  
  International IEEE/EMBS Conference on Neural Engineering | May 2021
  
  Publication 项目
- Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits Empathy
  
  R. Michael Winters, Bruce N. Walker, Grace Leslie
  
  2021 Human Factors in Computing Systems | May 2021
  
  Publication
- The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
  
  Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
  
  Interspeech | October 2020
  
  Publication 项目
- Data augmentation and loss normalization for deep noise suppression
  
  Sebastian Braun, Ivan Tashev
  
  International Conference on Speech and Computer (SPECOM) | October 2020
  
  Publication 项目
- Blind C50 estimation from single-channel speech using a convolutional neural network
  
  Hannes Gamper
  
  Proc. IEEE Int. Workshop Multimedia Signal Processing (MMSP) | September 2020
  
  PDF 项目
- Anthropometric Features Estimation Using Integrated Sensors on a Headphone for HRTF Personalization
  
  Md Tamzeed Islam, Ivan Tashev
  
  2020 AES INTERNATIONAL CONFERENCE ON AUDIO FOR VIRTUAL AND AUGMENTED REALITY | August 2020
  
  Publication 项目项目
- Towards encoding perceptually salient early reflections for parametric spatial audio rendering
  
  Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Ivan Tashev
  
  AES convention | June 2020
  
  Publication 项目项目
- Predicting Word Error Rate for Reverberant Speech
  
  Hannes Gamper, Dimitra Emmanouilidou, Sebastian Braun, Ivan Tashev
  
  International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
  
  Publication 项目
- Joint beamforming and reverberation cancellation using a constrained Kalman filter with multichannel linear prediction
  
  Sahar Hashemgeloogerdi, Sebastian Braun
  
  International Conference on Acoustics, Speech and Audio Processing (ICASSP) | May 2020
  
  Publication 项目
- Supervised Deep Hashing for Efficient Audio Event Retrieval
  
  Arindam Jati, Dimitra Emmanouilidou
  
  2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  PDF DOI 视频项目
- Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement
  
  Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
  
  International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
  
  DOI Publication Publication 项目
- Stress Monitoring using Multimodal Bio-sensing Headset
  
  Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
  
  CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI’20 Extended Abstracts) | April 2020
  
  PDF Publication 项目
- Decoding auditory and tactile attention for use in an EEG-based brain-computer interface
  
  Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2020
  
  Publication 项目
- Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
  
  Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
  
  PDF
- Acoustic Localization using Spatial Probability in Noisy and Reverberant Environments
  
  Sebastian Braun, Ivan Tashev
  
  Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
  
  Publication 项目
- Sentiment Detection from ASR Output
  
  Ivan Tashev, Dimitra Emmanouilidou
  
  International Conference on Information Technologies | September 2019
  
  Publication 项目
- The effect of room acoustics on audio event classification
  
  Dimitra Emmanouilidou, Hannes Gamper
  
  Proc. 23rd International Congress on Acoustics (ICA) | September 2019
  
  PDF 项目
- CURE Dataset: Ladder Networks for Audio Event Classification
  
  Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
  
  2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
  
  PDF 项目
- Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
  
  Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
  
  Publication
- Non-intrusive Speech Quality Assessment Using Neural Networks
  
  Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  DOI Publication 项目
- Improving Binaural Ambisonics Decoding by Spherical Harmonics Domain Tapering and Coloration Compensation
  
  Christoph Hold, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  PDF Publication 项目
- Blind Room Volume Estimation from Single-channel Noisy Speech
  
  Andrea Genovese, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  PDF Publication 项目
- Directional interference suppression using a spatial relative transfer function feature
  
  Sebastian Braun, Ivan Tashev
  
  International Conference on Acoustics, Speech and Signal Processing | May 2019
  
  Publication 项目
- A Sparsity Measure for Echo Density Growth in General Environments
  
  Helena Peic Tukuljac, Ville Pulkki, Hannes Gamper, Keith Godin, Ivan Tashev, Nikunj Raghuvanshi
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  PDF DOI Github 项目项目
- Aesthetic Modification of Room Impulse Responses for Interactive Auralization
  
  Keith Godin, Hannes Gamper, Nikunj Raghuvanshi
  
  AES International Conference on Immersive and Interactive Audio | March 2019
  
  PDF Publication 项目
- Convolutional Neural Network Techniques for Speech Emotion Recognition
  
  Srinivas Parthasarathy, Ivan Tashev
  
  International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
  
  Publication 项目
- Blind reverberation time estimation using a convolutional neural network
  
  Hannes Gamper, Ivan Tashev
  
  Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
  
  Nominated for best paper award
  
  PDF 项目
- A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
  
  Publication 项目
- Machine Learning for Placement-insensitive Inertial Motion Capture
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
  
  Publication Publication 视频下载项目
- Spatial audio feature discovery with convolutional neural networks
  
  Etienne Thuillier, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
  
  PDF 项目
- Convolutional-Recurrent Neural Networks for Speech Enhancement
  
  Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
  
  Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
  
  Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
  
  Publication Publication 项目
- Packet Loss Concealment with Recurrent Neural Networks for Wireless Inertial Pose Tracking
  
  Xuesu Xiao, Shuayb Zarar
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | March 2018
  
  论文与出版物论文与出版物项目
- Precision Scaling of Neural Networks for Audio Processing
  
  Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
  
  Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
  
  Neural Information Processing Systems (NIPS) | December 2017
  
  Wkshp. on Machine Learning for Audio Signal Processing
  
  Publication Publication 项目
- Comparing Modeled and Measurement-Based Spherical Harmonic Encoding Filters for Spherical Microphone Arrays
  
  Archontis Politis, Hannes Gamper
  
  Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2017
  
  Publication 项目项目
- Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
  
  Publication Publication 项目
- A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
  
  Shuayb Zarar, Ivan Tashev
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目
- Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
  
  Zhong-Qiu Wang, Ivan Tashev
  
  Proc. ICASSP | March 2017
  
  Publication 项目
- Ultrasound-based Gesture Recognition
  
  Amit Das, Ivan Tashev, Shuayb Zarar
  
  IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
  
  Publication Publication 项目项目
- Interaural time delay personalisation using incomplete head scans
  
  Hannes Gamper, David Johnston, Ivan Tashev
  
  Proc. ICASSP | March 2017
  
  Publication 项目
- Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
  
  Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
  
  Proc. HSCMA | March 2017
  
  Publication 项目
- Clock drift estimation and compensation for asynchronous impulse response measurements
  
  Hannes Gamper
  
  Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) | March 2017
  
  PDF
- Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
  
  Ivan Tashev, Zhong-Qiu Wang, Keith Godin
  
  Proc. ITA | February 2017
  
  Publication 项目
- Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
  
  Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
  
  Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
  
  Publication Publication Publication
- Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
  
  Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
  
  Proc. InterSpeech 2016 | August 2016
  
  Publication Publication
- FXplore: Creating Soft Heterogeneity in Clusters Through BIOS Reconfiguration
  
  Xin Zhang, Shuayb Zarar, Sherief Reda
  
  IEEE/ACM Symp. Cluster, Cloud and Grid Computing (CCGrid) | May 2016
  
  Publication 项目
- A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
  
  Seyedmahdad Mirsamadi, Ivan Tashev
  
  Proc. InterSpeech 2016 | May 2016
  
  Publication 项目
- X-Mem: A Cross-platform and Extensible Memory Characterization Tool For the Cloud
  
  Mark Gottscho, Sriram Govindan, Bikash Sharma, Shuayb Zarar, Puneet Gupta
  
  IEEE Symp. Performance Analysis of Systems and Software (ISPASS) | April 2016
  
  Publication Publication Publication 项目
- Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
  
  Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
  
  Publication 项目
- BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
  
  Mark Thomas, Hannes Gamper, Ivan Tashev
  
  Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
  
  Publication 项目
- DNN-based Causal Voice Activity Detector
  
  Ivan Tashev, Seyedmahdad Mirsamadi
  
  Information Theory and Applications Workshop | February 2016
  
  Publication 项目
- Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
  
  Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
  
  WASPAA | October 2015
  
  Publication 项目
- Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
  
  Hannes Gamper, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
  
  Publication 项目
- A Compressed-sensing Sensor-on-chip Incorporating Statistics Collection to Improve Reconstruction Performance
  
  Vahid Behravan, Shuo Li, Neil Glover, Chia-Hung Chen, Shuayb Zarar, Gabor Temes, Patrick Chiang
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2015
  
  Publication Publication Publication 项目
- High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
  
  Jinkyu Lee, Ivan Tashev
  
  Interspeech 2015 | September 2015
  
  Publication 项目
- An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines
  
  Soham Desai, Shuayb Zarar, Arijit Raychowdhury
  
  IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015
  
  Publication Publication 项目
- Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
  
  Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
  
  IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
  
  Publication Publication Publication 项目
- Scalable-effort Classifiers for Energy-efficient Machine Learning
  
  Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
  
  IEEE/ACM Design Automation Conference (DAC) | June 2015
  
  Publication Publication 项目
- Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
  
  Mark Thomas, Hannes Gamper, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
  
  Hannes Gamper, Mark Thomas, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
  
  Mark Thomas, Ivan Tashev
  
  IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
  
  Publication 项目
- SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
  
  Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
  
  Publication Publication 项目项目
- Offline Voice Activity Detector Using Speech Supergaussianity
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2015
  
  Publication 项目
- Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
  
  Shuayb Zarar, Jie Liu, Matthai Philipose
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2014
  
  Best paper award nomination
  
  Publication Publication Publication 项目
- Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
  
  Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
  
  IWAENC | September 2014
  
  Publication 项目
- Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
  
  Kun Han, Dong Yu, Ivan Tashev
  
  Interspeech 2014 | September 2014
  
  Publication 项目
- Hardware and Algorithms for Ultrasonic Depth Imaging
  
  Ivan Dokmanic, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
  
  Mark Thomas, Jens Ahrens, Ivan Tashev
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
  
  Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
  
  Publication 项目
- Daredevil: Indoor Location Using Sound
  
  Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
  
  ACM Mobile Computing and Communications Review (MC2R) | April 2014
  
  Publication 项目
- HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
  
  Ivan Tashev
  
  Information Theory and Applications Workshop | February 2014
  
  Publication 项目
- Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
  
  Publication 项目
- Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
  
  Publication 项目
- Data Driven Suppression Rule for Speech Enhancement
  
  Ivan Tashev, Malcolm Slaney
  
  Information Theory and Applications Workshop | February 2013
  
  Publication 项目
- Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
  
  Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
  
  Jens Ahrens, Mark Thomas, Ivan Tashev
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
  
  Jens Ahrens, Ivan Tashev, Mark Thomas
  
  APSIPA Annual Summit and Conference | December 2012
  
  Publication 项目
- GeoBoids: A Mobile AR Application for Exergaming
  
  R. W. Lindeman, G. Lee, L. Beattie, H. Gamper, R. Pathinarupothi, A. Akhilesh, Hannes Gamper
  
  Proc. Int. Symp. Mixed and Augmented Reality (ISMAR) | November 2012
  
  Publication
- A Compressed-domain Processor for Seizure Detection to Simultaneously Reduce Computation and Communication Energy
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Custom Integrated Circuits Conference (CICC) | September 2012
  
  Publication Publication Publication
- Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
  
  Mark Thomas, Jens Ahrens, Ivan Tashev
  
  Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
  
  Publication 项目
- Coherence Based Double Talk Detector with Soft Decision
  
  Ivan Tashev
  
  IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
  
  Publication 项目
- A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring
  
  Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
  
  IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
  
  Publication Publication Publication
- Optimizing Kinect: Audio and Acoustics (keynote)
  
  Ivan Tashev
  
  Inormation Technologies and Applications Workshop | February 2012
  
  Publication
- Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
  
  George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
  
  CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
  
  Selected as one of top 3 papers.
  
  Publication 项目
- Coherence Based Double Talk Detector with Adaptive Threshold
  
  Ivan Tashev
  
  XX Scientific Conference ELECTRONICS ET2011 | September 2011
  
  Publication 项目
- Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
  
  Shuayb Zarar, Niraj Jha, Naveen Verma
  
  IEEE Sub-threshold Microelectronics Conference | July 2011
  
  Publication
- Digital Pacer Detection in Diagnostic Grade ECG
  
  Shuayb Zarar, Harinath Garudadri
  
  IEEE Int. Conf. E-Health Networking Applications and Services (Healthcomm) | June 2011
  
  Best-paper Award Nomination
  
  Publication Publication Publication
- A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
  
  Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Design Automation Conference (DAC)
  
  Publication
- A Low-energy Computation Platform for Data-driven Biomedical Monitoring
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE/ACM Design Automation Conference (DAC) | June 2011
  
  Publication Publication
- A New Speaker Identification Algorithm for Gaming Scenarios
  
  Hoang Do, Ivan Tashev, Alex Acero
  
  ICASSP | May 2011
  
  Publication 项目
- Statistical Modeling of the Speech Signal
  
  Ivan Tashev, Alex Acero
  
  International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
  
  Publication 项目
- Dual stage probabilistic voice activity detector
  
  Ivan Tashev, Andrew Lovitt, Alex Acero
  
  NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
  
  Publication 项目
- Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
  
  Lae-Hoon Kim, Ivan Tashev, Alex Acero
  
  International Conference on Acoustics, Speech and Signal Processing | March 2010
  
  Publication 项目
- Low-cost Space Varying FIR Filter Architecture for Computational Imaging Systems
  
  Guotong Feng, Shuayb Zarar, Edward Schwartz, Dirk Robinson
  
  SPIE Digital Photography VI | January 2010
  
  Publication Publication Publication
- Speech and Sound For In-Car Infotainment Systems
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju
  
  Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
  
  Publication
- Commute UX: Voice Enabled In-car Infotainment System
  
  Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
  
  Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
  
  Publication 项目
- Unified Framework for Single Channel Speech Enhancement
  
  Ivan Tashev, Andrew Lovitt, Alex Acero
  
  2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
  
  Publication 项目
- Peak Dynamic Power Estimation of FPGA-mapped Digital Designs
  
  Shyamala K. Ravi, Shuayb Zarar, Kamakoti Veezhinathan
  
  IEEE Symp. VLSI Design and Test | July 2009
  
  Publication
- A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
  
  Mike Seltzer, Ivan Tashev
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication
- Data Driven Beamformer Design for Binaural Headset
  
  Ivan Tashev, Mike Seltzer
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
  
  Publication 项目
- Sound Capture System and Spatial Filter for Small Devices
  
  Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
  
  Proceedings of Interspeech 2008 | September 2008
  
  Publication 项目项目
- A SEU Tolerant CLB RAM for In-circuit Reconfiguration
  
  K. S. Karthik, S. Sundar, N. Ramasubramanian, Noor Mahammad, Shuayb Zarar, Kamakoti Veezhinathan
  
  IEEE Symp. VLSI Design and Test | July 2008
  
  Publication
- Enhanced Sound Capture System for Small Devices
  
  Slavy Mihov, Tyler Gleghorn, Ivan Tashev
  
  Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
  
  Publication 项目项目
- An EM-based Probabilistic Approach for Acoustic Echo Suppression
  
  Nilesh Madhu, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
  
  Publication 项目
- Robust Design of Wideband Loudspeaker Arrays
  
  Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
  
  Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
  
  Publication 项目
- A Genetic Approach to Gateless Custom VLSI Design Flow
  
  Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
  
  IEEE Int. Conf. Microelectronics (ICM) | December 2007
  
  Publication Publication Publication
- Selectively Weighted Multicast Scheduling Designs For Input-Queued Switches
  
  Shuayb Zarar
  
  IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT) | December 2007
  
  Publication Publication Publication
- Split Iterative and Sequential Multicast Scheduling for IQ Switches
  
  Shuayb Zarar
  
  IEEE Int. Conf. Information, Communications & Signal Processing (ICICS) | December 2007
  
  Publication Publication Publication
- Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
  
  Mike Seltzer, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
  
  Byung-Jun Yoon, Ivan Tashev, Alex Acero
  
  Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
  
  Publication 项目
- Stationary-Tones Interference Cancellation Using Adaptive Tracking
  
  Ivan Tashev, Henrique S. Malvar
  
  International Conference on Acoustics, Speech and Signal Processing | April 2007
  
  Publication 项目
- Microphone Array Post-Processor Using Instantaneous Direction of Arrival
  
  Ivan Tashev, Alex Acero
  
  Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
  
  Publication 项目
- PING: A Group-to-Individual Distributed Meeting System
  
  Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
  
  Proceedings of International Conference Multimedia and Expo | July 2006
  
  Publication
- Suppression Rule for Speech Recognition Friendly Noise Suppressors
  
  Ivan Tashev, Jasha Droppo, Alex Acero
  
  Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA’06 | March 2006
  
  Publication 项目
- Modeling Arbitrator Delay-Area Dependencies in Customizable Instruction Set Processors
  
  Shuayb Zarar, Siew-Kei Lam, Thambipillai Srikanthan
  
  IEEE Int. Workshop on Electronic Design, Test and Applications (DELTA) | January 2006
  
  Publication Publication Publication
- A Compact Multi-Sensor Headset for Hands-Free Communication
  
  Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
  
  Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
  
  Publication Publication 项目项目
- Beamformer Sensitivity to Microphone Manufacturing Tolerances
  
  Ivan Tashev
  
  Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
  
  Publication 项目
- Microphone Array for Headset with Spatial Noise Suppressor
  
  Ivan Tashev, Mike Seltzer, Alex Acero
  
  Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
  
  Publication 项目项目
- Reverberation Reduction for Better Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
  
  Publication 项目
- A New Beamformer Design Algorithm for Microphone Arrays
  
  Ivan Tashev, Henrique S. Malvar
  
  International Conference of Acoustic, Speech and Signal Processing | March 2005
  
  Publication 项目
- Reverberation Reduction for Improved Speech Recognition
  
  Ivan Tashev, Daniel Allred
  
  Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
  
  Publication 项目
- Gain Self-Calibration Procedure for Microphone Arrays
  
  Ivan Tashev
  
  Proc. of the Int. Conf. for Multimedia and Expo (ICME) | June 2004
  
  Publication 项目
- Gain Self-Calibration Procedure for Microphone Arrays
  
  Ivan Tashev
  
  Proceedings of International Conference for Multimedia and Expo ICME 2004 | June 2004
  
  Publication
- Improving Meetings with Microphone Array Algorithms
  
  Ivan Tashev
  
  Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
  
  Publication 项目
- Distributed Meetings: A Meeting Capture and Broadcasting System
  
  Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
  
  Proceedings of ACM Multimedia 2002 | December 2002
  
  Publication
- Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface
  
  Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock
  
  IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, 第 32 卷: pp. 2209-2219
  
  Publication 项目
- Data Science Education: The Signal Processing Perspective [SP Education]
  
  Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
  
  IEEE Signal Processing Magazine | November 2023, 第 40 卷(7): pp. 89-93
  
  Publication
- Spatio-Temporal Windowing for Encoding Perceptually Salient Early Reflections in Parametric Spatial Audio Rendering
  
  Tobias Jüterbock, Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Stefan Weinzierl
  
  Journal of the Audio Engineering Society | October 2023, 第 71 卷(10)
  
  Publication
- Acoustics as a guide to welding quality
  
  Dimitra Emmanouilidou
  
  The Journal of the Acoustical Society of America | December 2022, 第 152 卷(4): pp. A142
  
  DOI
- Spatial audio signal processing for binaural reproduction of recorded acoustic scenes – review and challenges
  
  Boaz Rafaely, Vladimir Tourbabin, Emanuel Habets, Zamir Ben-Hur, Hyunkook Lee, Hannes Gamper, Lior Arbel, Lachlan Birnie, Thushara Abhayapala, Prasanga Samarasinghe
  
  Acta Acustica | October 2022, 第 6 卷
  
  Publication 项目
- Large-scale simulation of bird localization systems in forests with distributed microphone arrays
  
  Shoken Kaneko, Hannes Gamper
  
  JASA | October 2022, 第 2 卷(10)
  
  Publication
- Audio-Based SPAM Call Detection
  
  Benjamin M Elizalde , Dimitra Emmanouilidou
  
  The Journal of the Acoustical Society of America | December 2021, 第 150 卷(4): pp. A357-A357
  
  Acoustical Society of America
  
  Publication DOI 项目
- Sentiment Detection from Speech Recognition Output
  
  Ivan Tashev, Dimitra Emmanouilidou
  
  Engineering Sciences | July 2020, 第 LVII 卷(2)
  
  Publication 项目
- Capture, representation, and rendering of 3D audio for virtual and augmented reality
  
  Ivan Tashev
  
  International Journal on Information Technologies and Security | September 2019, 第 11 卷(SP2): pp. 49-62
  
  Publication 项目
- Spectral manipulation improves elevation perception with non-individualized head-related transfer functions
  
  Vani G. Rajendran, Hannes Gamper
  
  Journal of the Acoustical Society of America (JASA) | March 2019, 第 145 卷(3): pp. EL222-EL228
  
  PDF Publication 项目
- Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
  
  Ivan Tashev, Hannes Gamper
  
  The Journal of the Acoustical Society of America | June 2017, 第 141 卷
  
  Publication Publication 项目
- Measuring the Impact of Memory Errors on Application Performance
  
  Mark Gottscho, Bikash Sharma, Puneet Gupta, Shuayb Zarar, Sriram Govindan, Di Wang
  
  IEEE Computer Architecture Letters (CAL) | August 2016
  
  Publication 项目
- An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
  
  Soham Desai, Shuayb Zarar, Arijit Raychowdhury
  
  IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, 第 1 卷: pp. 187-194
  
  Publication Publication Publication 项目
- Assisted Listening Using a Headset
  
  Hannes Gamper, A. Franck, J. Rämö, L. Savioja, V. Välimäki
  
  IEEE Signal Processing Magazine | March 2015
  
  (accepted for publication)
  
  Publication Publication
- Signal Processing With Direct Computations on Compressively Sensed Data
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, 第 23 卷(1): pp. 30-43
  
  Publication Publication Publication
- A 0.6–107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG
  
  Shuayb Zarar, Kyong Ho Lee, Niraj K Jha, Naveen Verma
  
  IEEE Trans. Circuits and Systems (TCAS) – I: Regular Papers | January 2014, 第 61 卷: pp. 1105-1118
  
  Publication Publication Publication
- Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
  
  Shuayb Zarar, Niraj K. Jha, Naveen Verma
  
  IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, 第 21 卷: pp. 1849-1862
  
  Publication Publication Publication
- Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
  
  Ivan Tashev
  
  Signal Processing Magazine | September 2013
  
  Publication 项目
- Sound sample detection and numerosity estimation using auditory display
  
  Hannes Gamper, Christina Dicke, Mark Billinghurst, Kai Puolamäki
  
  ACM Transactions on Applied Perception | February 2013, 第 10 卷
  
  http://doi.acm.org/10.1145/2422105.2422109
  
  Publication
- Hardware Based Genetic Evolution of Self-adaptive Arbitrary Response FIR Filters
  
  Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
  
  ACM Journal of Applied Soft Computing (JSOC) | January 2011, 第 11 卷(1): pp. 842-854
  
  Publication Publication Publication
- Low-complexity Digital Filter Geometry for Spherical Coded Imaging
  
  Guotong Feng, Shuayb Zarar, Dirk Robinson
  
  SPIE Novel Optical Systems Design and Optimization XII | August 2009, 第 7429 卷
  
  Publication Publication Publication
- Improving the perception of a sound source’s polar angle in mixed reality
  
  Hannes Gamper, Ivan Tashev
  
  May 2018
  
  Acoustical Society of America
  
  Publication 项目
- Modelling and estimation of the spatial impulse response in reverberant conditions
  
  Ivan Tashev, Hannes Gamper, Lyle Corbin
  
  June 2017
  
  Acoustical Society of America
  
  Publication Publication 项目
- Application of Measured Directivity Patterns to Acoustic Array Processing
  
  Mark Thomas
  
  May 2014
  
  Publication
- Inference Remapping for Vehicular Analytics
  
  Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
  
  MSR-TR-2016-1136 | August 2016
  
  作者：Microsoft
  
  Publication 项目
- Optimized Multicast Scheduling Designs for Input Queued Switches
  
  Shuayb Zarar
  
  MSR-TR-2006-205 | August 2006
  
  作者：International Business Machines (IBM) Zurich Research Laboratory
  
  Technical Report
  
  Publication
- Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
  
  Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
  
  Springer Mobile Cloud Visual Media Computing (MCVMC) | 作者：Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
  
  Publication Publication Publication 项目
- Technological Trends in Natural User Interfaces
  
  Ivan Tashev
  
  “Human-Computer Interaction: Present and Future Trends”, P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | 作者：IEEE – Institute of Electrical and Electronics Engineers | 2014
  
  P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
  
  Publication Publication
- Enabling technologies for audio augmented reality systems
  
  H. Gamper, Hannes Gamper
  
  May 2014
  
  博士论文：Aalto University, Finland | May 2014
  
  Publication
- Design of Energy-efficient Sensing Systems with Direct Computations on Compressively-sensed Data
  
  Shuayb Zarar
  
  September 2013
  
  博士论文：Princeton University, Princeton NJ | September 2013
  
  Publication Publication
- Concepts in Genetic System Design: Optimal and Reliable Methods
  
  Shuayb Zarar
  
  Published by LAP LAMBERT Academic Publishing | January 2012
  
  ISBN: 978-3-8473-3169-8
  
  Publication
- Sound Capture and Processing: Practical Approaches
  
  Ivan Tashev
  
  Published by Wiley | July 2009
  
  ISBN: 978-0-470-31983-3
  
  Publication 项目
- Concepts in Reliable and Optimal Systems Design
  
  Shuayb Zarar
  
  May 2008
  
  硕士论文：Indian Institute of Technology Madras, India | May 2008
  
  Academic Dissertations
  
  Publication