Azure Cognitive Services Research

论文与出版物

2014

Artificial Neural Network Features for Speaker Diarization

The relation of eye gaze and face pose: Potential impact on speech recognition

An Introduction to Computational Networks and the Computational Network Toolkit

Neural Network Models for Lexical Addressee Detection

Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine

Highly Accurate Phonetic Segmentation Using Boundary Correction Models and System Fusion

2010

Statistical Modeling of the Speech Signal

Dual stage probabilistic voice activity detector

Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival

2009

Commute UX: Voice Enabled In-car Infotainment System

Unified Framework for Single Channel Speech Enhancement

2008

Sound Capture System and Spatial Filter for Small Devices

Data Driven Beamformer Design for Binaural Headset

Robust Design of Wideband Loudspeaker Arrays

An EM-based Probabilistic Approach for Acoustic Echo Suppression

2007

Commute UX: Telephone Dialog System for Location-based Services

Robust Location Understanding in Spoken Dialog Systems Using Intersections

Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability

Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise

2006

Microphone Array Post-Processor Using Instantaneous Direction of Arrival

Suppression Rule for Speech Recognition Friendly Noise Suppressors

2005

A Compact Multi-Sensor Headset for Hands-Free Communication

Microphone Array for Headset with Spatial Noise Suppressor

Reverberation Reduction for Improved Speech Recognition

Reverberation Reduction for Better Speech Recognition

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- MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering
  
  Mahmoud Khademi, Ziyi Yang, Felipe Vieira Frujeri, Chenguang Zhu
  
  2023 Empirical Methods in Natural Language Processing | December 2023
  
  PDF Publication
- Global Selection of Contrastive Batches via Optimization on Sample Permutations
  
  Vin Sachidananda, Ziyi Yang, Chenguang Zhu
  
  ICML 2023 | July 2023
  
  PDF Publication
- Unifying Vision, Text, and Layout for Universal Document Processing
  
  Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
  
  The IEEE / CVF Computer Vision and Pattern Recognition Conference | June 2023
  
  Publication 下载
- Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles
  
  Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao
  
  The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2023 | June 2023
  
  Publication
- Real-Time Audio-Visual End-To-End Speech Enhancement
  
  Zirun Zhu, Hemin Yang, Min Tang, Ziyi Yang, Sefik Emre Eskimez, Huaming Wang
  
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing | June 2023
  
  Publication
- Target Speaker Voice Activity Detection with Transformers and Its Integration with End-to-End Neural Diarization
  
  Dongmei Wang, Xiong Xiao, Naoyuki Kanda, Takuya Yoshioka, Jian Wu
  
  ICASSP 2023 | June 2023
  
  Publication
- In-Context Demonstration Selection with Cross Entropy Difference
  
  Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, Chenguang Zhu
  
  May 2023
  
  Arxiv
  
  Publication
- PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
  
  Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
  
  May 2023
  
  Publication
- Small Models are Valuable Plug-ins for Large Language Models
  
  Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian McAuley
  
  May 2023
  
  Publication
- Automatic Prompt Optimization with “Gradient Descent” and Beam Search
  
  Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  Publication
- Generate rather than Retrieve: Large Language Models are Strong Context Generators
  
  Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
  
  ICLR 2023 | May 2023
  
  Publication
- InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
  
  Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  PDF
- LMGQS: A Large-scale Dataset for Query-focused Summarization
  
  Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  PDF
- Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
  
  Chaojun Wang, Yang Liu, Wai Lam
  
  ACL 2023 Findings | May 2023
  
  Publication Publication
- Prompting GPT-3 To Be Reliable
  
  Silei Cheng, Zhe Gan, Zhengyuan Yang, Shuohang Wang, Jianfeng Wang, Jordan Boyd-Graber, Lijuan Wang
  
  International Conference on Learning Representations (ICLR 23) | May 2023
  
  PDF
- G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
  
  Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu
  
  arXiv 2303.16634 | March 2023
  
  Publication
- MACSum: Controllable Summarization with Mixed Attributes
  
  Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
  
  Transactions of the Association for Computational Linguistics | March 2023
  
  Publication
- i-Code: An Integrative and Composable Multimodal Learning Framework
  
  Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
  
  AAAI 2023 | February 2023
  
  Publication
- Narrate Dialogues for Better Summarization
  
  Ruochen Xu, Chenguang Zhu, Michael Zeng
  
  2022 Empirical Methods in Natural Language Processing | December 2022
  
  Publication
- A Unified Encoder-Decoder Framework with Entity Memory
  
  Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022 | December 2022
  
  Publication
- Automatic Rule Induction for Efficient Semi-Supervised Learning
  
  Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022 | December 2022
  
  Publication
- Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering
  
  Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
  
  2022 Empirical Methods in Natural Language Processing | December 2022
  
  Best Paper Award at SoCal NLP Symposium 2022
  
  PDF Publication
- FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training
  
  Junyi Chai, Reid Pryzant, Victor Ye Dong, Konstantin Golobokov, Chenguang Zhu, Yi Liu
  
  December 2022
  
  Publication
- Leveraging Locality in Abstractive Text Summarization
  
  Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  EMNLP 2022 | December 2022
  
  Publication Publication
- ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation
  
  Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
  
  Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
  
  PDF
- Retrieval Augmentation for Commonsense Reasoning: A Unified Approach
  
  Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP) 2022 | December 2022
  
  Publication
- Task Compass: Scaling Multi-task Pre-training with Task Prefix
  
  Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
  
  EMNLP 2022 | December 2022
  
  Publication
- Towards A Unified Multi-Dimensional Evaluator For Text Generation
  
  Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han
  
  Empirical Methods in Natural Language Processing (EMNLP) 2022 | December 2022
  
  Publication
- Unsupervised Summarization with Customized Granularities
  
  Ming Zhong, Yang Liu, Yuning Mao, Yichong Xu, Suyu Ge, Yizhu Jiao, Xingxing Zhang, Chenguang Zhu, Michael Zeng, Jiawei Han
  
  Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
  
  Publication
- Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
  
  Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
  
  Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
  
  PDF
- REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering
  
  Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan
  
  Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
  
  Publication Publication 项目
- Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition
  
  Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang
  
  arXiv:2211.05564 | November 2022
  
  Publication
- Speech separation with large-scale self-supervised learning
  
  Zhuo Chen, Naoyuki Kanda, Jian Wu, Yu Wu, Xiaofei Wang, Takuya Yoshioka, Jinyu Li, Sunit Sivasankaran, Sefik Emre Eskimez
  
  arXiv:2211.05172 | November 2022
  
  Publication
- Real-Time Target Sound Extraction
  
  Bandhav Veluri, Justin Chan, Malek Itani, Tuochao Chen, Takuya Yoshioka, Shyamnath Gollakota
  
  arXiv:2211.02250 | November 2022
  
  Publication
- Breaking the trade-off in personalized speech enhancement with cross-task knowledge distillation
  
  Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka
  
  November 2022
  
  Submitted to ICASSP 2023
  
  Publication
- Breaking trade-offs in speech separation with sparsely-gated mixture of experts
  
  Xiaofei Wang, Zhuo Chen, Yu Shi, Jian Wu, Naoyuki Kanda, Takuya Yoshioka
  
  arXiv:2211.06493 | November 2022
  
  Preprint
- Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation with E3Net
  
  Sefik Emre Eskimez, Takuya Yoshioka, Alex Ju, Min tang, Tanel Parnamaa, Huaming Wang
  
  November 2022
  
  Submitted to ICASSP 2023
  
  Publication
- Simulating realistic speech overlaps improves multi-talker ASR
  
  Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  arXiv:2210.15715 | October 2022
  
  Publication
- Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong
  
  Interspeech 2022 | September 2022
  
  Publication
- Separating Long-Form Speech with Group-Wise Permutation Invariant Training
  
  Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei
  
  Interspeech 2022 | September 2022
  
  Publication
- Streaming Multi-Talker ASR with Token-Level Serialized Output Training
  
  Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  Interspeech 2022 | September 2022
  
  Publication
- Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings
  
  Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  Interspeech 2022 | September 2022
  
  Publication
- VarArray Meets t-SOT: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition
  
  Naoyuki Kanda, Jian Wu, Xiaofei Wang, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  arXiv:2209.04974 | September 2022
  
  Publication
- Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation
  
  Manthan Thakker, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang
  
  Interspeech 2022 | September 2022
  
  Publication
- Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation
  
  Xiaofei Wang, Dongmei Wang, Naoyuki Kanda, Sefik Emre Eskimez, Takuya Yoshioka
  
  INTERSPEECH 2022 | September 2022
  
  Publication
- WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing
  
  Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, Furu Wei
  
  IEEE Journal of Selected Topics in Signal Processing | July 2022, 第 16 卷(6): pp. 1505-1518
  
  Publication
- Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention
  
  Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
  
  IJCAI 2022 | July 2022
  
  human parity result on CommonsenseQA
  
  Publication
- An Empirical Study of Training End-to-End Vision-and-Language Transformers
  
  Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang (shuowa), Lijuan Wang (lijuanw), Chenguang Zhu, Nanyun (Violet) Peng, Zicheng Liu, Michael Zeng
  
  CVPR | June 2022
  
  Publication Publication 项目
- CLIP-Event: Connecting Text and Images with Event Structures
  
  Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
  
  Conference on Computer Vision and Pattern Recognition (CVPR), 2022. | June 2022
  
  Publication
- Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts
  
  Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, Meng Jiang
  
  ACL 2022 | May 2022
  
  Publication
- End-to-End Segmentation-based News Summarization
  
  Yang Liu, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement
  
  Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang
  
  ICASSP 2022 | May 2022
  
  Publication
- Personalized Speech Enhancement: New Models and Comprehensive Evaluation
  
  Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang
  
  ICASSP 2022 | May 2022
  
  Publication
- All-Neural Beamformer for Continuous Speech Separation
  
  Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- Continuous Speech Separation with Recurrent Selective Attention Network
  
  Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li
  
  ICASSP 2021 | May 2022
  
  Publication
- DICT-BERT: Enhancing Language Model Pre-Training with Dictionary
  
  Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang
  
  ACL 2022 | May 2022
  
  Preprint
- DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization
  
  Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  ACL 2022 | May 2022
  
  Publication
- Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
  
  Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang
  
  ICASSP 2022 | May 2022
  
  Publication
- KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering
  
  Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- Leveraging Knowledge in Multilingual Commonsense Reasoning
  
  Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-modal Knowledge Transfer
  
  Woojeong Jin, Dong-Ho Lee, Chenguang Zhu, Jay Pujara, Xiang Ren
  
  ACL 2022 | May 2022
  
  Publication
- PickNet: Real-Time Channel Selection for Ad Hoc Microphone Arrays
  
  Takuya Yoshioka, Xiaofei Wang, Dongmei Wang
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
  
  Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Awadallah, Dragomir Radev, Rui Zhang
  
  ACL 2022 | May 2022
  
  Publication
- Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
  
  Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR
  
  Naoyuki Kanda, Xiong Xiao, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  ICASSP 2022 | May 2022
  
  Publication 项目项目
- VarArray: Array-Geometry-Agnostic Continuous Speech Separation
  
  Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization
  
  Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  AAAI 2022 | February 2022
  
  Publication
- JAKET: Joint Pre-training of Knowledge Graph and Language Understanding
  
  Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng
  
  AAAI 2022 | February 2022
  
  Publication
- A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio
  
  Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  ASRU 2021 | December 2021
  
  Publication 项目项目
- MLP Architectures for Vision-and-Language Modeling: An Empirical Study
  
  Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang
  
  December 2021
  
  Preprint 项目
- The Elastic Lottery Ticket Hypothesis
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication 项目
- A Review of Speaker Diarization: Recent Advances with Deep Learning
  
  Tae Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis, Kyu J. Han, Shinji Watanabe, Shrikanth Narayanan
  
  Computer Speech & Language | November 2021, 第 72 卷
  
  Publication Publication
- An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next
  
  Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Awadallah, Dragomir Radev
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
  
  Publication
- Injecting Entity Types into Entity-Guided Text Generation
  
  Xiangyu Dong, Wenhao Yu, Chenguang Zhu, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
  
  Publication
- Accelerating Real-Time Question Answering via Question Generation
  
  Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu, Chenguang Zhu
  
  arXiv: Computation and Language | September 2021
- Data Augmentation for Spoken Language Understanding via Pretrained Models
  
  Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
  
  INTERSPEECH | September 2021
  
  Publication
- Does Knowledge Help General NLU? An Empirical Study
  
  Ruochen Xu, Yuwei Fang, Chenguang Zhu, Michael Zeng
  
  arXiv: Computation and Language | September 2021
- End-to-End Speaker-Attributed ASR with Transformer
  
  Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Publication 项目项目
- Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement
  
  Sefik Emre Eskimez, Xiaofei Wang, Min Tang, Hemin Yang, Zirun Zhu, Zhuo Chen, Huaming Wang, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Preprint 项目
- Investigation of Practical Aspects of Single Channel Speech Separation for ASR
  
  Jian Wu, Zhuo Chen, Sanyuan Chen, Yu Wu, Takuya Yoshioka, Naoyuki Kanda, Shujie Liu, Jinyu Li
  
  Interspeech 2021 | August 2021
  
  Publication
- Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone
  
  Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Publication 项目项目
- Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
  
  Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer
  
  Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Streaming Multi-talker Speech Recognition with Joint Speaker Identification
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Ultra Fast Speech Separation Model with Teacher Student Learning
  
  Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Takuya Yoshioka, Shujie Liu, Jinyu Li, Xiangzhan Yu
  
  Interspeech 2021 | August 2021
  
  Publication
- Universal Sentence Representations Learning with Conditional Masked Language Model
  
  Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
  
  EMNLP 2021 | August 2021
  
  Publication
- Continuous Speech Separation with Ad Hoc Microphone Arrays
  
  Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng
  
  EUSIPCO | August 2021
  
  Publication 项目
- DialSumm: A Real-Life Scenario Dialogue Summarization Dataset
  
  Yulong Chen, Yang Liu, Liang Chen, Yue Zhang
  
  The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
  
  Publication
- Fusing Context Into Knowledge Graph for Commonsense Reasoning
  
  Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
  
  The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
  
  Publication
- One-Shot Voice Conversion with Speaker-Agnostic StarGAN
  
  Sefik Emre Eskimez, Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr
  
  INTERSPEECH 2022 | August 2021
  
  Publication DOI 项目
- RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
  
  Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Retrieval Enhanced Model for Commonsense Generation
  
  Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Want To Reduce Labeling Cost? GPT-3 Can Help
  
  Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  Conference on Empirical Methods in Natural Language Processing | August 2021
  
  Publication
- Leveraging Lead Bias for Zero-shot Abstractive News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  2021 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2021
  
  PDF Publication
- Leveraging Lead Bias for Zero-shot Abstractive News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021. | July 2021
  
  Publication
- Enhancing Factual Consistency of Abstractive Summarization
  
  Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
  
  Publication
- SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding
  
  Yu-An Chung, Chenguang Zhu, Michael Zeng
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
  
  Publication
- Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings
  
  Xuankai Chang, Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication
- Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020
  
  Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR
  
  Naoyuki Kanda, Zhong Meng, Liang Lu, Yashesh Gaur, Xiaofei Wang, Zhuo Chen, Takuya Yoshioka
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Speech-language Pre-training for End-to-end Spoken Language Understanding
  
  Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng
  
  ICASSP 2021 | June 2021
  
  Publication
- Continuous speech separation with Conformer
  
  Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Jinyu Li, Takuya Yoshioka, Chengyi Wang, Shujie Liu, Ming Zhou
  
  ICASSP | June 2021
  
  Publication
- Don’t shoot butterfly with rifles: multi-channel continuous speech separation with early exit transformer
  
  Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jinyu Li, Xiangzhan Yu
  
  ICASSP | June 2021
  
  Publication
- Noisy Self-Knowledge Distillation for Text Summarization
  
  Yang Liu, Sheng Shen, Mirella Lapata
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
  
  Publication Publication
- Filtered Inner Product Projection for Crosslingual Embedding Alignment
  
  Vin Sachidananda, Ziyi Yang, Chenguang Zhu
  
  International Conference on Learning Representations (ICLR) | May 2021
  
  Publication
- Sentence-Permuted Paragraph Generation
  
  Wenhao Yu, Chenguang Zhu, Tong Zhao, Zhichun Guo, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | April 2021
  
  Publication
- Streaming end-to-end multi-talker speech recognition
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  IEEE Signal Processing Letter | April 2021, 第 28 卷
  
  Publication
- MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization
  
  Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
  
  NAACL | March 2021
  
  PDF Publication
- MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval
  
  Mark Hamilton, Stephanie Fu, Mindren Lu, Johnny Bui, Darius Bopp, Zhenbang Chen, Felix Tran, Margaret Wang, Marina Rogers, Lei Zhang, Chris Hoder, William T. Freeman
  
  NeurIPS 2020 Competition and Demonstration Track | February 2021
  
  Publication 视频视频项目
- Exploring End-to-End Multi-channel ASR with Bias Information for Meeting Transcription
  
  Xiaofei Wang, Naoyuki Kanda, Yashesh Gaur, Zhuo Chen, Zhong Meng, Takuya Yoshioka
  
  SLT 2021 | January 2021
  
  Publication 项目项目
- Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis
  
  Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Maokui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey
  
  SLT 2021 | January 2021
  
  Publication
- Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong
  
  SLT 2021 | January 2021
  
  Publication
- Investigation of End-To-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings
  
  Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  SLT 2021 | January 2021
  
  Publication 项目项目
- Dual-Path RNN For Long Recording Speech Separation
  
  Chenda Li, Yi Luo, Cong Han, Jinyu Li, Takuya Yoshioka, Tianyan Zhou, Marc Delcroix, Keisuke Kinoshita, Christoph Boeddeker, Yanmin Qian, Shinji Watanabe, Zhuo Chen
  
  Spoken Language Technology Workshop | January 2021
  
  Publication
- Large-Scale Intelligent Microservices
  
  Mark Hamilton, Nick Gonsalves, Christina Lee, Anand Raman, Brendan Walsh, Siddhartha Prasad, Dalitso Banda, Lucy Zhang, Lei Zhang, William T. Freeman
  
  IEEE Big Data | December 2020
  
  PDF Publication 视频项目
- A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining
  
  Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2020
  
  Publication 项目
- Few-shot Natural Language Generation for Task-Oriented Dialog
  
  Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2020
  
  Publication 项目
- TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2020
  
  Publication
- Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers
  
  Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka
  
  Interspeech 2020 | October 2020
  
  Publication 项目项目
- Serialized Output Training for End-to-End Overlapped Speech Recognition
  
  Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
  
  Interspeech 2020 | October 2020
  
  Publication 项目项目
- GAN-based Data Generation for Speech Emotion Recognition
  
  Sefik Emre Eskimez, Dimitrios Dimitriadis, Robert Gmyr, Kenichi Kumatani
  
  INTERSPEECH 2020 | October 2020
  
  Publication 项目
- Sequence-level self-learning with multi-task learning framework
  
  Kenichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng
  
  October 2020
  
  项目
- A Survey of Knowledge-Enhanced Text Generation
  
  Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang
  
  arXiv 2010.04389 | October 2020
  
  Publication
- An End-to-end Architecture of Online Multi-channel Speech Separation
  
  Jian Wu, Zhuo Chen, Jinyu Li, Takuya Yoshioka, Zhili Tan, Ed Lin, Yi Luo , Lei Xie
  
  Interspeech | October 2020
  
  Publication
- Neural Speech Separation Using Spatially Distributed Microphones
  
  Dongmei Wang, Zhuo Chen, Takuya Yoshioka
  
  Interspeech | October 2020
  
  Publication 项目
- Mixed-Lingual Pre-training for Cross-lingual Summarization
  
  Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang
  
  The 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL 2020) | September 2020
  
  Publication
- Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
  
  Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao
  
  ECCV | August 2020
  
  Publication 视频 Github 项目项目项目
- Federated Transfer Learning with Dynamic Gradient Aggregation
  
  Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez
  
  August 2020
  
  Publication 项目
- Meta Dialogue Policy Learning
  
  Yumo Xu, Chenguang Zhu, Baolin Peng, Michael Zeng
  
  arxiv 2006.02588 | June 2020
  
  Publication
- Combining Acoustics, Content and Interaction Features to Find Hot Spots in Meetings
  
  Dave Makhervaks, William Hinthorn, Dimitrios Dimitriadis, Andreas Stolcke
  
  2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  DOI Publication 项目
- Boosting Naturalness of Language in Task-oriented Dialogues via Adversarial Training
  
  Chenguang Zhu
  
  SIGDial 2020 | May 2020
  
  Publication
- CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings
  
  Shinji Watanabe, Michael Mandel, Jon Barker, Emmanuel Vincent, Ashish Arora, Xuankai Chang, Sanjeev Khudanpur, Vimal Manohar, Daniel Povey, Desh Raj, David Snyder, Aswin Shanmugam Subramanian, Jan Trmal, Bar Ben Yair, Christoph Boeddeker, Zhaoheng Ni, Yusuke Fujita, Shota Horiguchi, Naoyuki Kanda, Takuya Yoshioka, Neville Ryant
  
  arXiv:2004.09249 | April 2020
  
  Publication
- Continuous speech separation: dataset and analysis
  
  Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Xiong Xiao, Jinyu Li
  
  ICASSP | April 2020
  
  Publication
- TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising.
  
  Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
  
  2020 Empirical Methods in Natural Language Processing | March 2020
  
  DOI Publication
- A Memory Augmented Architecture for Continuous Speaker Identification in Meetings
  
  Nikolaos Flemotomos, Dimitrios Dimitriadis
  
  ICASSP 2020 | January 2020
  
  Publication
- Advances in Online Audio-Visual Meeting Transcription
  
  Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication 项目
- DOVER: A Method for Combining Diarization Outputs
  
  Andreas Stolcke, Takuya Yoshioka
  
  ASRU 2019 | December 2019
  
  Publication 项目项目
- Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization
  
  Beliz Gunel, Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  NeurIPS 2019, Knowledge Representation & Reasoning Meets Machine Learning(KR2ML) Workshop | December 2019
  
  Publication
- Make Lead Bias in Your Favor: A Simple and Effective Method for News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  arXiv 1912.11602 | December 2019
  
  Publication
- Speech Separation Using Speaker Inventory
  
  Peidong Wang, Zhuo Chen, Xiong Xiao, Zhong Meng, Takuya Yoshioka, Tianyan Zhou, Liang Lu, Jinyu Li
  
  Automatic Speech Recognition and Understanding Workshop | November 2019
  
  PDF DOI
- Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue
  
  Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2019
  
  Publication
- Parameter-free Sentence Embedding via Orthogonal Basis
  
  Ziyi Yang, Chenguang Zhu, Weizhu Chen
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2019
  
  Publication
- End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation
  
  Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka
  
  October 2019
  
  Publication 项目
- Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech Separation
  
  Yi Luo, Zhuo Chen, Takuya Yoshioka
  
  October 2019
  
  Publication 项目
- Meeting Transcription Using Asynchronous Distant Microphones
  
  Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
  
  Interspeech | September 2019
  
  Publication 项目项目
- Enhancements for Audio-only Diarization Systems
  
  Dimitrios Dimitriadis
  
  September 2019
  
  Publication 项目
- SIM: A Slot-Independent Neural Model for Dialogue State Tracking
  
  Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  The 20th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2019) | September 2019
  
  Publication
- Embedding Imputation with Grounded Language Information
  
  Ziyi Yang, Chenguang Zhu, Vin Sachidananda, Eric Darve
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication
- Meeting Transcription Using Virtual Microphone Arrays
  
  Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng
  
  MSR-TR-2019-11 | July 2019
  
  作者：Microsoft
  
  Revised version
  
  Publication 项目项目
- Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering
  
  Jianmo Ni, Chenguang Zhu, Weizhu Chen, Julian McAuley
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2019 | May 2019
  
  Publication 项目
- Acoustic and Lexical Sentiment Analysis for Customer Service Calls
  
  Bryan Li, Dimitrios Dimitriadis, Andreas Stolcke
  
  ICASSP | May 2019
  
  Publication 项目
- Single-channel Speech Extraction Using Speaker Inventory and Attention Network
  
  Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, J. Droppo, Y. Gong
  
  ICASSP 2019 | May 2019
  
  DOI Publication 项目项目
- Low-Latency Speaker-Independent Continuous Speech Separation
  
  Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
  
  ICASSP 2019 | April 2019
  
  Publication 项目项目
- Multi-Channel Overlapped Speech Recognition with Location Guided Speech Extraction Network
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  SLT 2018 | December 2018
  
  Publication 项目
- MULTI-CHANNEL OVERLAPPED SPEECH RECOGNITION WITH LOCATION GUIDED SPEECH EXTRACTION NETWORK
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- Session-level Language Modeling for Conversational Speech
  
  Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
  
  Proceedings EMNLP | November 2018
  
  Publication 项目项目
- Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation
  
  Hakan Erdogan, Takuya Yoshioka
  
  Interspeech 2018 | September 2018
  
  Publication
- Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks
  
  Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Xiong Xiao, Fil Alleva
  
  Interspeech 2018 | September 2018
  
  Publication 项目
- Efficient Integration of Fixed Beamformers and Speech Separation Networks for Multi-Channel Far-Field Speech Separation
  
  Zhuo Chen, Takuya Yoshioka, Xiong Xiao, Jinyu Li, Michael L. Seltzer, Yifan Gong
  
  ICASSP 2018 | April 2018
  
  Publication
- Exploring Practical Aspects of Neural Mask-Based Beamforming for Far-Field Speech Recognition
  
  Christoph Boeddeker, Hakan Erdogan, Takuya Yoshioka, Reinhold Haeb-Umbach
  
  ICASSP 2018 | April 2018
  
  Publication 项目项目
- Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition
  
  Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Fil Alleva
  
  ICASSP 2018 | April 2018
  
  Publication 项目
- The Microsoft 2017 Conversational Speech Recognition System
  
  Wayne Xiong, Lingfeng Wu, Jasha Droppo, Xuedong Huang, Andreas Stolcke
  
  Proc. IEEE ICASSP | April 2018
  
  论文与出版物项目
- Mispronunciation Detection in Children’s Reading of Sentences
  
  Jorge Proença, Carla Lopes, Michael Tjalve, Andreas Stolcke, Sara Candeias, Fernando Perdigão
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | March 2018, 第 26 卷: pp. 1203-1215
  
  Publication DOI 项目
- Cracking the cocktail party problem by multi-beam deep attractor network
  
  Zhuo Chen, Jinyu Li, Xiong Xiao, Takuya Yoshioka, Huaming Wang, Zhenghao Wang, Yifan Gong
  
  ASRU 2018 | December 2017
  
  Publication
- Automatic Evaluation of Reading Aloud Performance in Children
  
  Jorge Proença, Carla Lopes, Michael Tjalve, Andreas Stolcke, Sara Candeias, Fernando Perdigão
  
  Speech Communication | November 2017, 第 94 卷: pp. 1-14
  
  Publication DOI 项目
- Toward Human Parity in Conversational Speech Recognition
  
  Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | September 2017, 第 25 卷: pp. 2410-2423
  
  Publication DOI 项目
- Automatic Evaluation of Children Reading Aloud on Sentences and Pseudowords
  
  Jorge Proença, Carla Lopes, Michael Tjalve, Andreas Stolcke, Sara Candeias, Fernando Perdigão
  
  Proc. Interspeech | August 2017
  
  论文与出版物项目
- Comparing Human and Machine Errors in Conversational Speech Transcription
  
  Andreas Stolcke, Jasha Droppo
  
  Proc. Interspeech | August 2017
  
  论文与出版物项目
- Multichannel Speech Enhancement Approaches to DNN-Based Far-Field Speech Recognition
  
  Marc Delcroix, Takuya Yoshioka, Nobutaka Ito, Atsunori Ogawa, Keisuke Kinoshita, Masakiyo Fujimoto, Takuya Higuchi, Shoko Araki, Tomohiro Nakatani
  
  New Era for Robust Speech Recognition | 作者：Springer | 2017
  
  Publication Publication
- The REVERB Challenge: A Benchmark Task for Reverberation-Robust ASR Techniques
  
  Keisuke Kinoshita, Marc Delcroix, Sharon Gannot, Emanuël A. P. Habets, Reinhold Haeb-Umbach, Walter Kellermann, Volker Leutnant, Roland Maas, Tomohiro Nakatani, Bhiksha Raj, Armin Sehr, Takuya Yoshioka
  
  New Era for Robust Speech Recognition | 作者：Springer | 2017
  
  Publication Publication
- Advances in All-Neural Speech Recognition
  
  Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
  
  Proc. IEEE ICASSP | March 2017
  
  论文与出版物项目
- The Microsoft 2016 Conversational Speech Recognition System
  
  Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
  
  Proc. IEEE ICASSP | March 2017
  
  论文与出版物项目
- Online Meeting Recognition in Noisy Environments with Time-Frequency Mask Based MVDR Beamforming
  
  Shoko Araki, Nobutaka Ito, Marc Delcroix, Atsunori Ogawa, Keisuke Kinoshita, Takuya Higuchi, Takuya Yoshioka, Dong Tran, Shigeki Karita, Tomohiro Nakatani
  
  HSCMA 2017 | March 2017
  
  Publication Publication
- Online MVDR Beamformer Based on Complex Gaussian Mixture Model With Spatial Prior for Noise Robust ASR
  
  Takuya Higuchi, Nobutaka Ito, Shoko Araki, Takuya Yoshioka, Marc Delcroix, Tomohiro Nakatani
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | February 2017, 第 25 卷: pp. 780-793
  
  Publication Publication
- Achieving Human Parity in Conversational Speech Recognition
  
  Geoff Zweig, Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu
  
  December 2016
  
  IEEE Spoken Language Technology Workshop
  
  Invited talk, IEEE SLT Workshop
  
  论文与出版物项目
- A Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification
  
  Suman Ravuri, Andreas Stolcke
  
  Proc. IEEE ICASSP | March 2016
  
  Proc. IEEE ICASSP
  
  论文与出版物项目项目项目
- Robust and Efficient Multiple Alignment of Unsynchronized Meeting Recordings
  
  T. J. Tsai, Andreas Stolcke
  
  IEEE Transactions on Speech, Audio and Language Processing | February 2016, 第 24 卷: pp. 833-845
  
  DOI Publication 项目
- A Comparative Study of Neural Network Models for Lexical Intent Classification
  
  Suman Ravuri, Andreas Stolcke
  
  Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
  
  论文与出版物项目项目项目
- Deep Bi-directional Recurrent Networks Over Spectral Windows
  
  Abdelrahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn
  
  Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
  
  论文与出版物项目
- A Comparison of Neural Network Feature Transforms for Speaker Diarization
  
  Sree Harsha Yella, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  论文与出版物项目
- Personalization of Word-Phrase-Entity Language Models
  
  Michael Levit, Andreas Stolcke, R. Subba, Sarangarajan Parthasarathy, Shawn Chang, S. Xie, T. Anastasakos, B. Dumoulin
  
  Proc. Interspeech | September 2015
  
  论文与出版物
- Recurrent Neural Network and LSTM Models for Lexical Utterance Classification
  
  Suman Ravuri, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  论文与出版物项目项目项目
- A Study of Multimodal Addressee Detection in Human-Human-Computer Interaction
  
  T. J. Tsai, Andreas Stolcke, Malcolm Slaney
  
  IEEE Transactions on Multimedia | July 2015, 第 17 卷: pp. 1550-1561
  
  论文与出版物论文与出版物项目
- Multimodal Addressee Detection in Multiparty Dialogue Systems
  
  T. J. Tsai, Andreas Stolcke, Malcolm Slaney
  
  Proc. IEEE ICASSP | April 2015
  
  Proc. IEEE ICASSP
  
  论文与出版物项目

- MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering
  
  Mahmoud Khademi, Ziyi Yang, Felipe Vieira Frujeri, Chenguang Zhu
  
  2023 Empirical Methods in Natural Language Processing | December 2023
  
  PDF Publication
- Unifying Vision, Text, and Layout for Universal Document Processing
  
  Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
  
  The IEEE / CVF Computer Vision and Pattern Recognition Conference | June 2023
  
  Publication 下载
- Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles
  
  Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao
  
  The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2023 | June 2023
  
  Publication
- Target Speaker Voice Activity Detection with Transformers and Its Integration with End-to-End Neural Diarization
  
  Dongmei Wang, Xiong Xiao, Naoyuki Kanda, Takuya Yoshioka, Jian Wu
  
  ICASSP 2023 | June 2023
  
  Publication
- In-Context Demonstration Selection with Cross Entropy Difference
  
  Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, Chenguang Zhu
  
  May 2023
  
  Arxiv
  
  Publication
- PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
  
  Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
  
  May 2023
  
  Publication
- Automatic Prompt Optimization with “Gradient Descent” and Beam Search
  
  Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  Publication
- LMGQS: A Large-scale Dataset for Query-focused Summarization
  
  Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  PDF
- InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
  
  Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  PDF
- Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
  
  Chaojun Wang, Yang Liu, Wai Lam
  
  ACL 2023 Findings | May 2023
  
  Publication Publication
- Prompting GPT-3 To Be Reliable
  
  Silei Cheng, Zhe Gan, Zhengyuan Yang, Shuohang Wang, Jianfeng Wang, Jordan Boyd-Graber, Lijuan Wang
  
  International Conference on Learning Representations (ICLR 23) | May 2023
  
  PDF
- i-Code: An Integrative and Composable Multimodal Learning Framework
  
  Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
  
  AAAI 2023 | February 2023
  
  Publication
- Narrate Dialogues for Better Summarization
  
  Ruochen Xu, Chenguang Zhu, Michael Zeng
  
  2022 Empirical Methods in Natural Language Processing | December 2022
  
  Publication
- ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation
  
  Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
  
  Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
  
  PDF
- Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering
  
  Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
  
  2022 Empirical Methods in Natural Language Processing | December 2022
  
  Best Paper Award at SoCal NLP Symposium 2022
  
  PDF Publication
- FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training
  
  Junyi Chai, Reid Pryzant, Victor Ye Dong, Konstantin Golobokov, Chenguang Zhu, Yi Liu
  
  December 2022
  
  Publication
- Task Compass: Scaling Multi-task Pre-training with Task Prefix
  
  Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
  
  EMNLP 2022 | December 2022
  
  Publication
- Automatic Rule Induction for Efficient Semi-Supervised Learning
  
  Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022 | December 2022
  
  Publication
- Unsupervised Summarization with Customized Granularities
  
  Ming Zhong, Yang Liu, Yuning Mao, Yichong Xu, Suyu Ge, Yizhu Jiao, Xingxing Zhang, Chenguang Zhu, Michael Zeng, Jiawei Han
  
  Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
  
  Publication
- REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering
  
  Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan
  
  Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
  
  Publication Publication 项目
- Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition
  
  Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang
  
  arXiv:2211.05564 | November 2022
  
  Publication
- Speech separation with large-scale self-supervised learning
  
  Zhuo Chen, Naoyuki Kanda, Jian Wu, Yu Wu, Xiaofei Wang, Takuya Yoshioka, Jinyu Li, Sunit Sivasankaran, Sefik Emre Eskimez
  
  arXiv:2211.05172 | November 2022
  
  Publication
- Real-Time Target Sound Extraction
  
  Bandhav Veluri, Justin Chan, Malek Itani, Tuochao Chen, Takuya Yoshioka, Shyamnath Gollakota
  
  arXiv:2211.02250 | November 2022
  
  Publication
- Breaking trade-offs in speech separation with sparsely-gated mixture of experts
  
  Xiaofei Wang, Zhuo Chen, Yu Shi, Jian Wu, Naoyuki Kanda, Takuya Yoshioka
  
  arXiv:2211.06493 | November 2022
  
  Preprint
- Simulating realistic speech overlaps improves multi-talker ASR
  
  Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  arXiv:2210.15715 | October 2022
  
  Publication
- Separating Long-Form Speech with Group-Wise Permutation Invariant Training
  
  Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei
  
  Interspeech 2022 | September 2022
  
  Publication
- Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings
  
  Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  Interspeech 2022 | September 2022
  
  Publication
- Streaming Multi-Talker ASR with Token-Level Serialized Output Training
  
  Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  Interspeech 2022 | September 2022
  
  Publication
- Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong
  
  Interspeech 2022 | September 2022
  
  Publication
- VarArray Meets t-SOT: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition
  
  Naoyuki Kanda, Jian Wu, Xiaofei Wang, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  arXiv:2209.04974 | September 2022
  
  Publication
- WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing
  
  Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, Furu Wei
  
  IEEE Journal of Selected Topics in Signal Processing | July 2022, 第 16 卷(6): pp. 1505-1518
  
  Publication
- Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention
  
  Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
  
  IJCAI 2022 | July 2022
  
  human parity result on CommonsenseQA
  
  Publication
- CLIP-Event: Connecting Text and Images with Event Structures
  
  Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
  
  Conference on Computer Vision and Pattern Recognition (CVPR), 2022. | June 2022
  
  Publication
- One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement
  
  Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang
  
  ICASSP 2022 | May 2022
  
  Publication
- Personalized Speech Enhancement: New Models and Comprehensive Evaluation
  
  Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang
  
  ICASSP 2022 | May 2022
  
  Publication
- End-to-End Segmentation-based News Summarization
  
  Yang Liu, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
  
  Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- DICT-BERT: Enhancing Language Model Pre-Training with Dictionary
  
  Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang
  
  ACL 2022 | May 2022
  
  Preprint
- Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR
  
  Naoyuki Kanda, Xiong Xiao, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  ICASSP 2022 | May 2022
  
  Publication 项目项目
- A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio
  
  Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  ASRU 2021 | December 2021
  
  Publication 项目项目
- MLP Architectures for Vision-and-Language Modeling: An Empirical Study
  
  Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang
  
  December 2021
  
  Preprint 项目
- The Elastic Lottery Ticket Hypothesis
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication 项目
- A Review of Speaker Diarization: Recent Advances with Deep Learning
  
  Tae Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis, Kyu J. Han, Shinji Watanabe, Shrikanth Narayanan
  
  Computer Speech & Language | November 2021, 第 72 卷
  
  Publication Publication
- Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement
  
  Sefik Emre Eskimez, Xiaofei Wang, Min Tang, Hemin Yang, Zirun Zhu, Zhuo Chen, Huaming Wang, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Preprint 项目
- Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
  
  Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Streaming Multi-talker Speech Recognition with Joint Speaker Identification
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- End-to-End Speaker-Attributed ASR with Transformer
  
  Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Publication 项目项目
- Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone
  
  Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Publication 项目项目
- On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer
  
  Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Universal Sentence Representations Learning with Conditional Masked Language Model
  
  Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
  
  EMNLP 2021 | August 2021
  
  Publication
- Want To Reduce Labeling Cost? GPT-3 Can Help
  
  Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  Conference on Empirical Methods in Natural Language Processing | August 2021
  
  Publication
- One-Shot Voice Conversion with Speaker-Agnostic StarGAN
  
  Sefik Emre Eskimez, Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr
  
  INTERSPEECH 2022 | August 2021
  
  Publication DOI 项目
- Continuous Speech Separation with Ad Hoc Microphone Arrays
  
  Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng
  
  EUSIPCO | August 2021
  
  Publication 项目
- RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
  
  Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Leveraging Lead Bias for Zero-shot Abstractive News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  2021 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2021
  
  PDF Publication
- Leveraging Lead Bias for Zero-shot Abstractive News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021. | July 2021
  
  Publication
- Speech-language Pre-training for End-to-end Spoken Language Understanding
  
  Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng
  
  ICASSP 2021 | June 2021
  
  Publication
- Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication
- Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings
  
  Xuankai Chang, Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR
  
  Naoyuki Kanda, Zhong Meng, Liang Lu, Yashesh Gaur, Xiaofei Wang, Zhuo Chen, Takuya Yoshioka
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020
  
  Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Streaming end-to-end multi-talker speech recognition
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  IEEE Signal Processing Letter | April 2021, 第 28 卷
  
  Publication
- MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval
  
  Mark Hamilton, Stephanie Fu, Mindren Lu, Johnny Bui, Darius Bopp, Zhenbang Chen, Felix Tran, Margaret Wang, Marina Rogers, Lei Zhang, Chris Hoder, William T. Freeman
  
  NeurIPS 2020 Competition and Demonstration Track | February 2021
  
  Publication 视频视频项目
- Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis
  
  Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Maokui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey
  
  SLT 2021 | January 2021
  
  Publication
- Exploring End-to-End Multi-channel ASR with Bias Information for Meeting Transcription
  
  Xiaofei Wang, Naoyuki Kanda, Yashesh Gaur, Zhuo Chen, Zhong Meng, Takuya Yoshioka
  
  SLT 2021 | January 2021
  
  Publication 项目项目
- Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong
  
  SLT 2021 | January 2021
  
  Publication
- Investigation of End-To-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings
  
  Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  SLT 2021 | January 2021
  
  Publication 项目项目
- Large-Scale Intelligent Microservices
  
  Mark Hamilton, Nick Gonsalves, Christina Lee, Anand Raman, Brendan Walsh, Siddhartha Prasad, Dalitso Banda, Lucy Zhang, Lei Zhang, William T. Freeman
  
  IEEE Big Data | December 2020
  
  PDF Publication 视频项目
- Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers
  
  Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka
  
  Interspeech 2020 | October 2020
  
  Publication 项目项目
- Serialized Output Training for End-to-End Overlapped Speech Recognition
  
  Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
  
  Interspeech 2020 | October 2020
  
  Publication 项目项目
- Sequence-level self-learning with multi-task learning framework
  
  Kenichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng
  
  October 2020
  
  项目
- GAN-based Data Generation for Speech Emotion Recognition
  
  Sefik Emre Eskimez, Dimitrios Dimitriadis, Robert Gmyr, Kenichi Kumatani
  
  INTERSPEECH 2020 | October 2020
  
  Publication 项目
- Neural Speech Separation Using Spatially Distributed Microphones
  
  Dongmei Wang, Zhuo Chen, Takuya Yoshioka
  
  Interspeech | October 2020
  
  Publication 项目
- Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
  
  Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao
  
  ECCV | August 2020
  
  Publication 视频 Github 项目项目项目
- Federated Transfer Learning with Dynamic Gradient Aggregation
  
  Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez
  
  August 2020
  
  Publication 项目
- Combining Acoustics, Content and Interaction Features to Find Hot Spots in Meetings
  
  Dave Makhervaks, William Hinthorn, Dimitrios Dimitriadis, Andreas Stolcke
  
  2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  DOI Publication 项目
- CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings
  
  Shinji Watanabe, Michael Mandel, Jon Barker, Emmanuel Vincent, Ashish Arora, Xuankai Chang, Sanjeev Khudanpur, Vimal Manohar, Daniel Povey, Desh Raj, David Snyder, Aswin Shanmugam Subramanian, Jan Trmal, Bar Ben Yair, Christoph Boeddeker, Zhaoheng Ni, Yusuke Fujita, Shota Horiguchi, Naoyuki Kanda, Takuya Yoshioka, Neville Ryant
  
  arXiv:2004.09249 | April 2020
  
  Publication
- TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising.
  
  Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
  
  2020 Empirical Methods in Natural Language Processing | March 2020
  
  DOI Publication
- A Memory Augmented Architecture for Continuous Speaker Identification in Meetings
  
  Nikolaos Flemotomos, Dimitrios Dimitriadis
  
  ICASSP 2020 | January 2020
  
  Publication
- Advances in Online Audio-Visual Meeting Transcription
  
  Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication 项目
- DOVER: A Method for Combining Diarization Outputs
  
  Andreas Stolcke, Takuya Yoshioka
  
  ASRU 2019 | December 2019
  
  Publication 项目项目
- Speech Separation Using Speaker Inventory
  
  Peidong Wang, Zhuo Chen, Xiong Xiao, Zhong Meng, Takuya Yoshioka, Tianyan Zhou, Liang Lu, Jinyu Li
  
  Automatic Speech Recognition and Understanding Workshop | November 2019
  
  PDF DOI
- Parameter-free Sentence Embedding via Orthogonal Basis
  
  Ziyi Yang, Chenguang Zhu, Weizhu Chen
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2019
  
  Publication
- Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue
  
  Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2019
  
  Publication
- End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation
  
  Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka
  
  October 2019
  
  Publication 项目
- Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech Separation
  
  Yi Luo, Zhuo Chen, Takuya Yoshioka
  
  October 2019
  
  Publication 项目
- Enhancements for Audio-only Diarization Systems
  
  Dimitrios Dimitriadis
  
  September 2019
  
  Publication 项目
- SIM: A Slot-Independent Neural Model for Dialogue State Tracking
  
  Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  The 20th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2019) | September 2019
  
  Publication
- Embedding Imputation with Grounded Language Information
  
  Ziyi Yang, Chenguang Zhu, Vin Sachidananda, Eric Darve
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication
- Meeting Transcription Using Virtual Microphone Arrays
  
  Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng
  
  MSR-TR-2019-11 | July 2019
  
  作者：Microsoft
  
  Revised version
  
  Publication 项目项目
- Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering
  
  Jianmo Ni, Chenguang Zhu, Weizhu Chen, Julian McAuley
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2019 | May 2019
  
  Publication 项目
- Single-channel Speech Extraction Using Speaker Inventory and Attention Network
  
  Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, J. Droppo, Y. Gong
  
  ICASSP 2019 | May 2019
  
  DOI Publication 项目项目
- Low-Latency Speaker-Independent Continuous Speech Separation
  
  Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
  
  ICASSP 2019 | April 2019
  
  Publication 项目项目
- Multi-Channel Overlapped Speech Recognition with Location Guided Speech Extraction Network
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  SLT 2018 | December 2018
  
  Publication 项目
- MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering
  
  Mahmoud Khademi, Ziyi Yang, Felipe Vieira Frujeri, Chenguang Zhu
  
  2023 Empirical Methods in Natural Language Processing | December 2023
  
  PDF Publication
- Unifying Vision, Text, and Layout for Universal Document Processing
  
  Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
  
  The IEEE / CVF Computer Vision and Pattern Recognition Conference | June 2023
  
  Publication 下载
- Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles
  
  Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao
  
  The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2023 | June 2023
  
  Publication
- Real-Time Audio-Visual End-To-End Speech Enhancement
  
  Zirun Zhu, Hemin Yang, Min Tang, Ziyi Yang, Sefik Emre Eskimez, Huaming Wang
  
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing | June 2023
  
  Publication
- i-Code: An Integrative and Composable Multimodal Learning Framework
  
  Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
  
  AAAI 2023 | February 2023
  
  Publication
- REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering
  
  Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan
  
  Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
  
  Publication Publication 项目
- Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
  
  Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
  
  Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
  
  PDF
- CLIP-Event: Connecting Text and Images with Event Structures
  
  Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
  
  Conference on Computer Vision and Pattern Recognition (CVPR), 2022. | June 2022
  
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  Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang (shuowa), Lijuan Wang (lijuanw), Chenguang Zhu, Nanyun (Violet) Peng, Zicheng Liu, Michael Zeng
  
  CVPR | June 2022
  
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- MLP Architectures for Vision-and-Language Modeling: An Empirical Study
  
  Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang
  
  December 2021
  
  Preprint 项目
- The Elastic Lottery Ticket Hypothesis
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
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  Mark Hamilton, Stephanie Fu, Mindren Lu, Johnny Bui, Darius Bopp, Zhenbang Chen, Felix Tran, Margaret Wang, Marina Rogers, Lei Zhang, Chris Hoder, William T. Freeman
  
  NeurIPS 2020 Competition and Demonstration Track | February 2021
  
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  Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao
  
  ECCV | August 2020
  
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  Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
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- MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering
  
  Mahmoud Khademi, Ziyi Yang, Felipe Vieira Frujeri, Chenguang Zhu
  
  2023 Empirical Methods in Natural Language Processing | December 2023
  
  PDF Publication
- Global Selection of Contrastive Batches via Optimization on Sample Permutations
  
  Vin Sachidananda, Ziyi Yang, Chenguang Zhu
  
  ICML 2023 | July 2023
  
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- Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles
  
  Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao
  
  The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2023 | June 2023
  
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  Dongmei Wang, Xiong Xiao, Naoyuki Kanda, Takuya Yoshioka, Jian Wu
  
  ICASSP 2023 | June 2023
  
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  Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
  
  May 2023
  
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  Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian McAuley
  
  May 2023
  
  Publication
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  Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  PDF
- Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
  
  Chaojun Wang, Yang Liu, Wai Lam
  
  ACL 2023 Findings | May 2023
  
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- Prompting GPT-3 To Be Reliable
  
  Silei Cheng, Zhe Gan, Zhengyuan Yang, Shuohang Wang, Jianfeng Wang, Jordan Boyd-Graber, Lijuan Wang
  
  International Conference on Learning Representations (ICLR 23) | May 2023
  
  PDF
- Generate rather than Retrieve: Large Language Models are Strong Context Generators
  
  Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
  
  ICLR 2023 | May 2023
  
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  Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu
  
  arXiv 2303.16634 | March 2023
  
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  Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
  
  Transactions of the Association for Computational Linguistics | March 2023
  
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  Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
  
  AAAI 2023 | February 2023
  
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  Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
  
  Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
  
  PDF
- Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering
  
  Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
  
  2022 Empirical Methods in Natural Language Processing | December 2022
  
  Best Paper Award at SoCal NLP Symposium 2022
  
  PDF Publication
- Retrieval Augmentation for Commonsense Reasoning: A Unified Approach
  
  Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP) 2022 | December 2022
  
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  Junyi Chai, Reid Pryzant, Victor Ye Dong, Konstantin Golobokov, Chenguang Zhu, Yi Liu
  
  December 2022
  
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  Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
  
  EMNLP 2022 | December 2022
  
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  Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han
  
  Empirical Methods in Natural Language Processing (EMNLP) 2022 | December 2022
  
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  Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022 | December 2022
  
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- Leveraging Locality in Abstractive Text Summarization
  
  Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  EMNLP 2022 | December 2022
  
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  Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022 | December 2022
  
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  Ming Zhong, Yang Liu, Yuning Mao, Yichong Xu, Suyu Ge, Yizhu Jiao, Xingxing Zhang, Chenguang Zhu, Michael Zeng, Jiawei Han
  
  Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
  
  Publication
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  Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan
  
  Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
  
  Publication Publication 项目
- Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
  
  Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
  
  Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
  
  PDF
- Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition
  
  Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang
  
  arXiv:2211.05564 | November 2022
  
  Publication
- Speech separation with large-scale self-supervised learning
  
  Zhuo Chen, Naoyuki Kanda, Jian Wu, Yu Wu, Xiaofei Wang, Takuya Yoshioka, Jinyu Li, Sunit Sivasankaran, Sefik Emre Eskimez
  
  arXiv:2211.05172 | November 2022
  
  Publication
- Breaking trade-offs in speech separation with sparsely-gated mixture of experts
  
  Xiaofei Wang, Zhuo Chen, Yu Shi, Jian Wu, Naoyuki Kanda, Takuya Yoshioka
  
  arXiv:2211.06493 | November 2022
  
  Preprint
- Simulating realistic speech overlaps improves multi-talker ASR
  
  Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  arXiv:2210.15715 | October 2022
  
  Publication
- Separating Long-Form Speech with Group-Wise Permutation Invariant Training
  
  Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei
  
  Interspeech 2022 | September 2022
  
  Publication
- Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings
  
  Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  Interspeech 2022 | September 2022
  
  Publication
- Streaming Multi-Talker ASR with Token-Level Serialized Output Training
  
  Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  Interspeech 2022 | September 2022
  
  Publication
- Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong
  
  Interspeech 2022 | September 2022
  
  Publication
- VarArray Meets t-SOT: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition
  
  Naoyuki Kanda, Jian Wu, Xiaofei Wang, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  arXiv:2209.04974 | September 2022
  
  Publication
- Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation
  
  Xiaofei Wang, Dongmei Wang, Naoyuki Kanda, Sefik Emre Eskimez, Takuya Yoshioka
  
  INTERSPEECH 2022 | September 2022
  
  Publication
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  Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, Furu Wei
  
  IEEE Journal of Selected Topics in Signal Processing | July 2022, 第 16 卷(6): pp. 1505-1518
  
  Publication
- Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention
  
  Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
  
  IJCAI 2022 | July 2022
  
  human parity result on CommonsenseQA
  
  Publication
- CLIP-Event: Connecting Text and Images with Event Structures
  
  Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
  
  Conference on Computer Vision and Pattern Recognition (CVPR), 2022. | June 2022
  
  Publication
- An Empirical Study of Training End-to-End Vision-and-Language Transformers
  
  Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang (shuowa), Lijuan Wang (lijuanw), Chenguang Zhu, Nanyun (Violet) Peng, Zicheng Liu, Michael Zeng
  
  CVPR | June 2022
  
  Publication Publication 项目
- Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts
  
  Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, Meng Jiang
  
  ACL 2022 | May 2022
  
  Publication
- End-to-End Segmentation-based News Summarization
  
  Yang Liu, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
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  Woojeong Jin, Dong-Ho Lee, Chenguang Zhu, Jay Pujara, Xiang Ren
  
  ACL 2022 | May 2022
  
  Publication
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  Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
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  Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang
  
  ICASSP 2022 | May 2022
  
  Publication
- Continuous Speech Separation with Recurrent Selective Attention Network
  
  Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li
  
  ICASSP 2021 | May 2022
  
  Publication
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  Takuya Yoshioka, Xiaofei Wang, Dongmei Wang
  
  ICASSP 2022 | May 2022
  
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  Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Awadallah, Dragomir Radev, Rui Zhang
  
  ACL 2022 | May 2022
  
  Publication
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  Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  ACL 2022 | May 2022
  
  Publication
- Leveraging Knowledge in Multilingual Commonsense Reasoning
  
  Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- VarArray: Array-Geometry-Agnostic Continuous Speech Separation
  
  Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- All-Neural Beamformer for Continuous Speech Separation
  
  Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- DICT-BERT: Enhancing Language Model Pre-Training with Dictionary
  
  Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang
  
  ACL 2022 | May 2022
  
  Preprint
- KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering
  
  Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
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  Naoyuki Kanda, Xiong Xiao, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  ICASSP 2022 | May 2022
  
  Publication 项目项目
- DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization
  
  Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  AAAI 2022 | February 2022
  
  Publication
- JAKET: Joint Pre-training of Knowledge Graph and Language Understanding
  
  Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng
  
  AAAI 2022 | February 2022
  
  Publication
- A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio
  
  Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  ASRU 2021 | December 2021
  
  Publication 项目项目
- MLP Architectures for Vision-and-Language Modeling: An Empirical Study
  
  Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang
  
  December 2021
  
  Preprint 项目
- A Review of Speaker Diarization: Recent Advances with Deep Learning
  
  Tae Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis, Kyu J. Han, Shinji Watanabe, Shrikanth Narayanan
  
  Computer Speech & Language | November 2021, 第 72 卷
  
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- An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next
  
  Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Awadallah, Dragomir Radev
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
  
  Publication
- Injecting Entity Types into Entity-Guided Text Generation
  
  Xiangyu Dong, Wenhao Yu, Chenguang Zhu, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
  
  Publication
- Does Knowledge Help General NLU? An Empirical Study
  
  Ruochen Xu, Yuwei Fang, Chenguang Zhu, Michael Zeng
  
  arXiv: Computation and Language | September 2021
- Accelerating Real-Time Question Answering via Question Generation
  
  Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu, Chenguang Zhu
  
  arXiv: Computation and Language | September 2021
- Data Augmentation for Spoken Language Understanding via Pretrained Models
  
  Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
  
  INTERSPEECH | September 2021
  
  Publication
- Investigation of Practical Aspects of Single Channel Speech Separation for ASR
  
  Jian Wu, Zhuo Chen, Sanyuan Chen, Yu Wu, Takuya Yoshioka, Naoyuki Kanda, Shujie Liu, Jinyu Li
  
  Interspeech 2021 | August 2021
  
  Publication
- Ultra Fast Speech Separation Model with Teacher Student Learning
  
  Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Takuya Yoshioka, Shujie Liu, Jinyu Li, Xiangzhan Yu
  
  Interspeech 2021 | August 2021
  
  Publication
- Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
  
  Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Streaming Multi-talker Speech Recognition with Joint Speaker Identification
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- End-to-End Speaker-Attributed ASR with Transformer
  
  Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Publication 项目项目
- Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone
  
  Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Publication 项目项目
- On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer
  
  Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Universal Sentence Representations Learning with Conditional Masked Language Model
  
  Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
  
  EMNLP 2021 | August 2021
  
  Publication
- Want To Reduce Labeling Cost? GPT-3 Can Help
  
  Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  Conference on Empirical Methods in Natural Language Processing | August 2021
  
  Publication
- Continuous Speech Separation with Ad Hoc Microphone Arrays
  
  Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng
  
  EUSIPCO | August 2021
  
  Publication 项目
- DialSumm: A Real-Life Scenario Dialogue Summarization Dataset
  
  Yulong Chen, Yang Liu, Liang Chen, Yue Zhang
  
  The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
  
  Publication
- Retrieval Enhanced Model for Commonsense Generation
  
  Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Fusing Context Into Knowledge Graph for Commonsense Reasoning
  
  Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
  
  The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
  
  Publication
- Leveraging Lead Bias for Zero-shot Abstractive News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  2021 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2021
  
  PDF Publication
- Leveraging Lead Bias for Zero-shot Abstractive News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021. | July 2021
  
  Publication
- SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding
  
  Yu-An Chung, Chenguang Zhu, Michael Zeng
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
  
  Publication
- Enhancing Factual Consistency of Abstractive Summarization
  
  Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
  
  Publication
- Speech-language Pre-training for End-to-end Spoken Language Understanding
  
  Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng
  
  ICASSP 2021 | June 2021
  
  Publication
- Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication
- Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings
  
  Xuankai Chang, Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR
  
  Naoyuki Kanda, Zhong Meng, Liang Lu, Yashesh Gaur, Xiaofei Wang, Zhuo Chen, Takuya Yoshioka
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020
  
  Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Continuous speech separation with Conformer
  
  Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Jinyu Li, Takuya Yoshioka, Chengyi Wang, Shujie Liu, Ming Zhou
  
  ICASSP | June 2021
  
  Publication
- Don’t shoot butterfly with rifles: multi-channel continuous speech separation with early exit transformer
  
  Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jinyu Li, Xiangzhan Yu
  
  ICASSP | June 2021
  
  Publication
- Noisy Self-Knowledge Distillation for Text Summarization
  
  Yang Liu, Sheng Shen, Mirella Lapata
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
  
  Publication Publication
- Filtered Inner Product Projection for Crosslingual Embedding Alignment
  
  Vin Sachidananda, Ziyi Yang, Chenguang Zhu
  
  International Conference on Learning Representations (ICLR) | May 2021
  
  Publication
- Sentence-Permuted Paragraph Generation
  
  Wenhao Yu, Chenguang Zhu, Tong Zhao, Zhichun Guo, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | April 2021
  
  Publication
- Streaming end-to-end multi-talker speech recognition
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  IEEE Signal Processing Letter | April 2021, 第 28 卷
  
  Publication
- MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization
  
  Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
  
  NAACL | March 2021
  
  PDF Publication
- Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis
  
  Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Maokui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey
  
  SLT 2021 | January 2021
  
  Publication
- Exploring End-to-End Multi-channel ASR with Bias Information for Meeting Transcription
  
  Xiaofei Wang, Naoyuki Kanda, Yashesh Gaur, Zhuo Chen, Zhong Meng, Takuya Yoshioka
  
  SLT 2021 | January 2021
  
  Publication 项目项目
- Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong
  
  SLT 2021 | January 2021
  
  Publication
- Investigation of End-To-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings
  
  Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  SLT 2021 | January 2021
  
  Publication 项目项目
- Dual-Path RNN For Long Recording Speech Separation
  
  Chenda Li, Yi Luo, Cong Han, Jinyu Li, Takuya Yoshioka, Tianyan Zhou, Marc Delcroix, Keisuke Kinoshita, Christoph Boeddeker, Yanmin Qian, Shinji Watanabe, Zhuo Chen
  
  Spoken Language Technology Workshop | January 2021
  
  Publication
- A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining
  
  Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2020
  
  Publication 项目
- TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2020
  
  Publication
- Few-shot Natural Language Generation for Task-Oriented Dialog
  
  Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2020
  
  Publication 项目
- Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers
  
  Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka
  
  Interspeech 2020 | October 2020
  
  Publication 项目项目
- Serialized Output Training for End-to-End Overlapped Speech Recognition
  
  Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
  
  Interspeech 2020 | October 2020
  
  Publication 项目项目
- Neural Speech Separation Using Spatially Distributed Microphones
  
  Dongmei Wang, Zhuo Chen, Takuya Yoshioka
  
  Interspeech | October 2020
  
  Publication 项目
- An End-to-end Architecture of Online Multi-channel Speech Separation
  
  Jian Wu, Zhuo Chen, Jinyu Li, Takuya Yoshioka, Zhili Tan, Ed Lin, Yi Luo , Lei Xie
  
  Interspeech | October 2020
  
  Publication
- A Survey of Knowledge-Enhanced Text Generation
  
  Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang
  
  arXiv 2010.04389 | October 2020
  
  Publication
- Mixed-Lingual Pre-training for Cross-lingual Summarization
  
  Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang
  
  The 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL 2020) | September 2020
  
  Publication
- Meta Dialogue Policy Learning
  
  Yumo Xu, Chenguang Zhu, Baolin Peng, Michael Zeng
  
  arxiv 2006.02588 | June 2020
  
  Publication
- Combining Acoustics, Content and Interaction Features to Find Hot Spots in Meetings
  
  Dave Makhervaks, William Hinthorn, Dimitrios Dimitriadis, Andreas Stolcke
  
  2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  DOI Publication 项目
- Boosting Naturalness of Language in Task-oriented Dialogues via Adversarial Training
  
  Chenguang Zhu
  
  SIGDial 2020 | May 2020
  
  Publication
- CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings
  
  Shinji Watanabe, Michael Mandel, Jon Barker, Emmanuel Vincent, Ashish Arora, Xuankai Chang, Sanjeev Khudanpur, Vimal Manohar, Daniel Povey, Desh Raj, David Snyder, Aswin Shanmugam Subramanian, Jan Trmal, Bar Ben Yair, Christoph Boeddeker, Zhaoheng Ni, Yusuke Fujita, Shota Horiguchi, Naoyuki Kanda, Takuya Yoshioka, Neville Ryant
  
  arXiv:2004.09249 | April 2020
  
  Publication
- Continuous speech separation: dataset and analysis
  
  Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Xiong Xiao, Jinyu Li
  
  ICASSP | April 2020
  
  Publication
- TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising.
  
  Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
  
  2020 Empirical Methods in Natural Language Processing | March 2020
  
  DOI Publication
- Advances in Online Audio-Visual Meeting Transcription
  
  Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication 项目
- DOVER: A Method for Combining Diarization Outputs
  
  Andreas Stolcke, Takuya Yoshioka
  
  ASRU 2019 | December 2019
  
  Publication 项目项目
- Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization
  
  Beliz Gunel, Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  NeurIPS 2019, Knowledge Representation & Reasoning Meets Machine Learning(KR2ML) Workshop | December 2019
  
  Publication
- Make Lead Bias in Your Favor: A Simple and Effective Method for News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  arXiv 1912.11602 | December 2019
  
  Publication
- Speech Separation Using Speaker Inventory
  
  Peidong Wang, Zhuo Chen, Xiong Xiao, Zhong Meng, Takuya Yoshioka, Tianyan Zhou, Liang Lu, Jinyu Li
  
  Automatic Speech Recognition and Understanding Workshop | November 2019
  
  PDF DOI
- Parameter-free Sentence Embedding via Orthogonal Basis
  
  Ziyi Yang, Chenguang Zhu, Weizhu Chen
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2019
  
  Publication
- Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue
  
  Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2019
  
  Publication
- End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation
  
  Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka
  
  October 2019
  
  Publication 项目
- Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech Separation
  
  Yi Luo, Zhuo Chen, Takuya Yoshioka
  
  October 2019
  
  Publication 项目
- Meeting Transcription Using Asynchronous Distant Microphones
  
  Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
  
  Interspeech | September 2019
  
  Publication 项目项目
- SIM: A Slot-Independent Neural Model for Dialogue State Tracking
  
  Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  The 20th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2019) | September 2019
  
  Publication
- Embedding Imputation with Grounded Language Information
  
  Ziyi Yang, Chenguang Zhu, Vin Sachidananda, Eric Darve
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication
- Meeting Transcription Using Virtual Microphone Arrays
  
  Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng
  
  MSR-TR-2019-11 | July 2019
  
  作者：Microsoft
  
  Revised version
  
  Publication 项目项目
- Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering
  
  Jianmo Ni, Chenguang Zhu, Weizhu Chen, Julian McAuley
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2019 | May 2019
  
  Publication 项目
- Acoustic and Lexical Sentiment Analysis for Customer Service Calls
  
  Bryan Li, Dimitrios Dimitriadis, Andreas Stolcke
  
  ICASSP | May 2019
  
  Publication 项目
- Single-channel Speech Extraction Using Speaker Inventory and Attention Network
  
  Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, J. Droppo, Y. Gong
  
  ICASSP 2019 | May 2019
  
  DOI Publication 项目项目
- Low-Latency Speaker-Independent Continuous Speech Separation
  
  Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
  
  ICASSP 2019 | April 2019
  
  Publication 项目项目
- Multi-Channel Overlapped Speech Recognition with Location Guided Speech Extraction Network
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  SLT 2018 | December 2018
  
  Publication 项目
- MULTI-CHANNEL OVERLAPPED SPEECH RECOGNITION WITH LOCATION GUIDED SPEECH EXTRACTION NETWORK
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- Session-level Language Modeling for Conversational Speech
  
  Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
  
  Proceedings EMNLP | November 2018
  
  Publication 项目项目
- Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation
  
  Hakan Erdogan, Takuya Yoshioka
  
  Interspeech 2018 | September 2018
  
  Publication
- Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks
  
  Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Xiong Xiao, Fil Alleva
  
  Interspeech 2018 | September 2018
  
  Publication 项目
- Efficient Integration of Fixed Beamformers and Speech Separation Networks for Multi-Channel Far-Field Speech Separation
  
  Zhuo Chen, Takuya Yoshioka, Xiong Xiao, Jinyu Li, Michael L. Seltzer, Yifan Gong
  
  ICASSP 2018 | April 2018
  
  Publication
- Exploring Practical Aspects of Neural Mask-Based Beamforming for Far-Field Speech Recognition
  
  Christoph Boeddeker, Hakan Erdogan, Takuya Yoshioka, Reinhold Haeb-Umbach
  
  ICASSP 2018 | April 2018
  
  Publication 项目项目
- Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition
  
  Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Fil Alleva
  
  ICASSP 2018 | April 2018
  
  Publication 项目
- The Microsoft 2017 Conversational Speech Recognition System
  
  Wayne Xiong, Lingfeng Wu, Jasha Droppo, Xuedong Huang, Andreas Stolcke
  
  Proc. IEEE ICASSP | April 2018
  
  论文与出版物项目
- Mispronunciation Detection in Children’s Reading of Sentences
  
  Jorge Proença, Carla Lopes, Michael Tjalve, Andreas Stolcke, Sara Candeias, Fernando Perdigão
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | March 2018, 第 26 卷: pp. 1203-1215
  
  Publication DOI 项目
- Cracking the cocktail party problem by multi-beam deep attractor network
  
  Zhuo Chen, Jinyu Li, Xiong Xiao, Takuya Yoshioka, Huaming Wang, Zhenghao Wang, Yifan Gong
  
  ASRU 2018 | December 2017
  
  Publication
- Automatic Evaluation of Reading Aloud Performance in Children
  
  Jorge Proença, Carla Lopes, Michael Tjalve, Andreas Stolcke, Sara Candeias, Fernando Perdigão
  
  Speech Communication | November 2017, 第 94 卷: pp. 1-14
  
  Publication DOI 项目
- Toward Human Parity in Conversational Speech Recognition
  
  Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | September 2017, 第 25 卷: pp. 2410-2423
  
  Publication DOI 项目
- Automatic Evaluation of Children Reading Aloud on Sentences and Pseudowords
  
  Jorge Proença, Carla Lopes, Michael Tjalve, Andreas Stolcke, Sara Candeias, Fernando Perdigão
  
  Proc. Interspeech | August 2017
  
  论文与出版物项目
- Comparing Human and Machine Errors in Conversational Speech Transcription
  
  Andreas Stolcke, Jasha Droppo
  
  Proc. Interspeech | August 2017
  
  论文与出版物项目
- Multichannel Speech Enhancement Approaches to DNN-Based Far-Field Speech Recognition
  
  Marc Delcroix, Takuya Yoshioka, Nobutaka Ito, Atsunori Ogawa, Keisuke Kinoshita, Masakiyo Fujimoto, Takuya Higuchi, Shoko Araki, Tomohiro Nakatani
  
  New Era for Robust Speech Recognition | 作者：Springer | 2017
  
  Publication Publication
- The REVERB Challenge: A Benchmark Task for Reverberation-Robust ASR Techniques
  
  Keisuke Kinoshita, Marc Delcroix, Sharon Gannot, Emanuël A. P. Habets, Reinhold Haeb-Umbach, Walter Kellermann, Volker Leutnant, Roland Maas, Tomohiro Nakatani, Bhiksha Raj, Armin Sehr, Takuya Yoshioka
  
  New Era for Robust Speech Recognition | 作者：Springer | 2017
  
  Publication Publication
- The Microsoft 2016 Conversational Speech Recognition System
  
  Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
  
  Proc. IEEE ICASSP | March 2017
  
  论文与出版物项目
- Advances in All-Neural Speech Recognition
  
  Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
  
  Proc. IEEE ICASSP | March 2017
  
  论文与出版物项目
- Online Meeting Recognition in Noisy Environments with Time-Frequency Mask Based MVDR Beamforming
  
  Shoko Araki, Nobutaka Ito, Marc Delcroix, Atsunori Ogawa, Keisuke Kinoshita, Takuya Higuchi, Takuya Yoshioka, Dong Tran, Shigeki Karita, Tomohiro Nakatani
  
  HSCMA 2017 | March 2017
  
  Publication Publication
- Online MVDR Beamformer Based on Complex Gaussian Mixture Model With Spatial Prior for Noise Robust ASR
  
  Takuya Higuchi, Nobutaka Ito, Shoko Araki, Takuya Yoshioka, Marc Delcroix, Tomohiro Nakatani
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | February 2017, 第 25 卷: pp. 780-793
  
  Publication Publication
- Achieving Human Parity in Conversational Speech Recognition
  
  Geoff Zweig, Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu
  
  December 2016
  
  IEEE Spoken Language Technology Workshop
  
  Invited talk, IEEE SLT Workshop
  
  论文与出版物项目
- A Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification
  
  Suman Ravuri, Andreas Stolcke
  
  Proc. IEEE ICASSP | March 2016
  
  Proc. IEEE ICASSP
  
  论文与出版物项目项目项目
- Robust and Efficient Multiple Alignment of Unsynchronized Meeting Recordings
  
  T. J. Tsai, Andreas Stolcke
  
  IEEE Transactions on Speech, Audio and Language Processing | February 2016, 第 24 卷: pp. 833-845
  
  DOI Publication 项目
- A Comparative Study of Neural Network Models for Lexical Intent Classification
  
  Suman Ravuri, Andreas Stolcke
  
  Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
  
  论文与出版物项目项目项目
- Deep Bi-directional Recurrent Networks Over Spectral Windows
  
  Abdelrahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn
  
  Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
  
  论文与出版物项目
- Personalization of Word-Phrase-Entity Language Models
  
  Michael Levit, Andreas Stolcke, R. Subba, Sarangarajan Parthasarathy, Shawn Chang, S. Xie, T. Anastasakos, B. Dumoulin
  
  Proc. Interspeech | September 2015
  
  论文与出版物
- A Comparison of Neural Network Feature Transforms for Speaker Diarization
  
  Sree Harsha Yella, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  论文与出版物项目
- Recurrent Neural Network and LSTM Models for Lexical Utterance Classification
  
  Suman Ravuri, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  论文与出版物项目项目项目
- Multimodal Addressee Detection in Multiparty Dialogue Systems
  
  T. J. Tsai, Andreas Stolcke, Malcolm Slaney
  
  Proc. IEEE ICASSP | April 2015
  
  Proc. IEEE ICASSP
  
  论文与出版物项目
- Real-Time Audio-Visual End-To-End Speech Enhancement
  
  Zirun Zhu, Hemin Yang, Min Tang, Ziyi Yang, Sefik Emre Eskimez, Huaming Wang
  
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing | June 2023
  
  Publication
- Target Speaker Voice Activity Detection with Transformers and Its Integration with End-to-End Neural Diarization
  
  Dongmei Wang, Xiong Xiao, Naoyuki Kanda, Takuya Yoshioka, Jian Wu
  
  ICASSP 2023 | June 2023
  
  Publication
- i-Code: An Integrative and Composable Multimodal Learning Framework
  
  Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
  
  AAAI 2023 | February 2023
  
  Publication
- Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition
  
  Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang
  
  arXiv:2211.05564 | November 2022
  
  Publication
- Speech separation with large-scale self-supervised learning
  
  Zhuo Chen, Naoyuki Kanda, Jian Wu, Yu Wu, Xiaofei Wang, Takuya Yoshioka, Jinyu Li, Sunit Sivasankaran, Sefik Emre Eskimez
  
  arXiv:2211.05172 | November 2022
  
  Publication
- Real-Time Target Sound Extraction
  
  Bandhav Veluri, Justin Chan, Malek Itani, Tuochao Chen, Takuya Yoshioka, Shyamnath Gollakota
  
  arXiv:2211.02250 | November 2022
  
  Publication
- Breaking trade-offs in speech separation with sparsely-gated mixture of experts
  
  Xiaofei Wang, Zhuo Chen, Yu Shi, Jian Wu, Naoyuki Kanda, Takuya Yoshioka
  
  arXiv:2211.06493 | November 2022
  
  Preprint
- Breaking the trade-off in personalized speech enhancement with cross-task knowledge distillation
  
  Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka
  
  November 2022
  
  Submitted to ICASSP 2023
  
  Publication
- Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation with E3Net
  
  Sefik Emre Eskimez, Takuya Yoshioka, Alex Ju, Min tang, Tanel Parnamaa, Huaming Wang
  
  November 2022
  
  Submitted to ICASSP 2023
  
  Publication
- Simulating realistic speech overlaps improves multi-talker ASR
  
  Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  arXiv:2210.15715 | October 2022
  
  Publication
- Separating Long-Form Speech with Group-Wise Permutation Invariant Training
  
  Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei
  
  Interspeech 2022 | September 2022
  
  Publication
- Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings
  
  Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  Interspeech 2022 | September 2022
  
  Publication
- Streaming Multi-Talker ASR with Token-Level Serialized Output Training
  
  Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  Interspeech 2022 | September 2022
  
  Publication
- Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong
  
  Interspeech 2022 | September 2022
  
  Publication
- VarArray Meets t-SOT: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition
  
  Naoyuki Kanda, Jian Wu, Xiaofei Wang, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  arXiv:2209.04974 | September 2022
  
  Publication
- Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation
  
  Manthan Thakker, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang
  
  Interspeech 2022 | September 2022
  
  Publication
- Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation
  
  Xiaofei Wang, Dongmei Wang, Naoyuki Kanda, Sefik Emre Eskimez, Takuya Yoshioka
  
  INTERSPEECH 2022 | September 2022
  
  Publication
- One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement
  
  Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang
  
  ICASSP 2022 | May 2022
  
  Publication
- Personalized Speech Enhancement: New Models and Comprehensive Evaluation
  
  Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang
  
  ICASSP 2022 | May 2022
  
  Publication
- Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
  
  Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang
  
  ICASSP 2022 | May 2022
  
  Publication
- Continuous Speech Separation with Recurrent Selective Attention Network
  
  Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li
  
  ICASSP 2021 | May 2022
  
  Publication
- PickNet: Real-Time Channel Selection for Ad Hoc Microphone Arrays
  
  Takuya Yoshioka, Xiaofei Wang, Dongmei Wang
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- VarArray: Array-Geometry-Agnostic Continuous Speech Separation
  
  Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- All-Neural Beamformer for Continuous Speech Separation
  
  Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR
  
  Naoyuki Kanda, Xiong Xiao, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  ICASSP 2022 | May 2022
  
  Publication 项目项目
- A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio
  
  Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  ASRU 2021 | December 2021
  
  Publication 项目项目
- A Review of Speaker Diarization: Recent Advances with Deep Learning
  
  Tae Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis, Kyu J. Han, Shinji Watanabe, Shrikanth Narayanan
  
  Computer Speech & Language | November 2021, 第 72 卷
  
  Publication Publication
- Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement
  
  Sefik Emre Eskimez, Xiaofei Wang, Min Tang, Hemin Yang, Zirun Zhu, Zhuo Chen, Huaming Wang, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Preprint 项目
- Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
  
  Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Streaming Multi-talker Speech Recognition with Joint Speaker Identification
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- End-to-End Speaker-Attributed ASR with Transformer
  
  Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Publication 项目项目
- Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone
  
  Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Publication 项目项目
- On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer
  
  Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Continuous Speech Separation with Ad Hoc Microphone Arrays
  
  Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng
  
  EUSIPCO | August 2021
  
  Publication 项目
- Speech-language Pre-training for End-to-end Spoken Language Understanding
  
  Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng
  
  ICASSP 2021 | June 2021
  
  Publication
- Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication
- Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings
  
  Xuankai Chang, Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR
  
  Naoyuki Kanda, Zhong Meng, Liang Lu, Yashesh Gaur, Xiaofei Wang, Zhuo Chen, Takuya Yoshioka
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020
  
  Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Streaming end-to-end multi-talker speech recognition
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  IEEE Signal Processing Letter | April 2021, 第 28 卷
  
  Publication
- Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis
  
  Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Maokui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey
  
  SLT 2021 | January 2021
  
  Publication
- Exploring End-to-End Multi-channel ASR with Bias Information for Meeting Transcription
  
  Xiaofei Wang, Naoyuki Kanda, Yashesh Gaur, Zhuo Chen, Zhong Meng, Takuya Yoshioka
  
  SLT 2021 | January 2021
  
  Publication 项目项目
- Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong
  
  SLT 2021 | January 2021
  
  Publication
- Investigation of End-To-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings
  
  Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  SLT 2021 | January 2021
  
  Publication 项目项目
- Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers
  
  Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka
  
  Interspeech 2020 | October 2020
  
  Publication 项目项目
- Serialized Output Training for End-to-End Overlapped Speech Recognition
  
  Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
  
  Interspeech 2020 | October 2020
  
  Publication 项目项目
- Neural Speech Separation Using Spatially Distributed Microphones
  
  Dongmei Wang, Zhuo Chen, Takuya Yoshioka
  
  Interspeech | October 2020
  
  Publication 项目
- An End-to-end Architecture of Online Multi-channel Speech Separation
  
  Jian Wu, Zhuo Chen, Jinyu Li, Takuya Yoshioka, Zhili Tan, Ed Lin, Yi Luo , Lei Xie
  
  Interspeech | October 2020
  
  Publication
- CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings
  
  Shinji Watanabe, Michael Mandel, Jon Barker, Emmanuel Vincent, Ashish Arora, Xuankai Chang, Sanjeev Khudanpur, Vimal Manohar, Daniel Povey, Desh Raj, David Snyder, Aswin Shanmugam Subramanian, Jan Trmal, Bar Ben Yair, Christoph Boeddeker, Zhaoheng Ni, Yusuke Fujita, Shota Horiguchi, Naoyuki Kanda, Takuya Yoshioka, Neville Ryant
  
  arXiv:2004.09249 | April 2020
  
  Publication
- Continuous speech separation: dataset and analysis
  
  Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Xiong Xiao, Jinyu Li
  
  ICASSP | April 2020
  
  Publication
- Advances in Online Audio-Visual Meeting Transcription
  
  Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication 项目
- Speech Separation Using Speaker Inventory
  
  Peidong Wang, Zhuo Chen, Xiong Xiao, Zhong Meng, Takuya Yoshioka, Tianyan Zhou, Liang Lu, Jinyu Li
  
  Automatic Speech Recognition and Understanding Workshop | November 2019
  
  PDF DOI
- End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation
  
  Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka
  
  October 2019
  
  Publication 项目
- Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech Separation
  
  Yi Luo, Zhuo Chen, Takuya Yoshioka
  
  October 2019
  
  Publication 项目
- Meeting Transcription Using Asynchronous Distant Microphones
  
  Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
  
  Interspeech | September 2019
  
  Publication 项目项目
- Meeting Transcription Using Virtual Microphone Arrays
  
  Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng
  
  MSR-TR-2019-11 | July 2019
  
  作者：Microsoft
  
  Revised version
  
  Publication 项目项目
- Single-channel Speech Extraction Using Speaker Inventory and Attention Network
  
  Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, J. Droppo, Y. Gong
  
  ICASSP 2019 | May 2019
  
  DOI Publication 项目项目
- Low-Latency Speaker-Independent Continuous Speech Separation
  
  Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
  
  ICASSP 2019 | April 2019
  
  Publication 项目项目
- Multi-Channel Overlapped Speech Recognition with Location Guided Speech Extraction Network
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  SLT 2018 | December 2018
  
  Publication 项目
- MULTI-CHANNEL OVERLAPPED SPEECH RECOGNITION WITH LOCATION GUIDED SPEECH EXTRACTION NETWORK
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation
  
  Hakan Erdogan, Takuya Yoshioka
  
  Interspeech 2018 | September 2018
  
  Publication
- Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks
  
  Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Xiong Xiao, Fil Alleva
  
  Interspeech 2018 | September 2018
  
  Publication 项目
- Efficient Integration of Fixed Beamformers and Speech Separation Networks for Multi-Channel Far-Field Speech Separation
  
  Zhuo Chen, Takuya Yoshioka, Xiong Xiao, Jinyu Li, Michael L. Seltzer, Yifan Gong
  
  ICASSP 2018 | April 2018
  
  Publication
- Exploring Practical Aspects of Neural Mask-Based Beamforming for Far-Field Speech Recognition
  
  Christoph Boeddeker, Hakan Erdogan, Takuya Yoshioka, Reinhold Haeb-Umbach
  
  ICASSP 2018 | April 2018
  
  Publication 项目项目
- Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition
  
  Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Fil Alleva
  
  ICASSP 2018 | April 2018
  
  Publication 项目
- Cracking the cocktail party problem by multi-beam deep attractor network
  
  Zhuo Chen, Jinyu Li, Xiong Xiao, Takuya Yoshioka, Huaming Wang, Zhenghao Wang, Yifan Gong
  
  ASRU 2018 | December 2017
  
  Publication
- Multichannel Speech Enhancement Approaches to DNN-Based Far-Field Speech Recognition
  
  Marc Delcroix, Takuya Yoshioka, Nobutaka Ito, Atsunori Ogawa, Keisuke Kinoshita, Masakiyo Fujimoto, Takuya Higuchi, Shoko Araki, Tomohiro Nakatani
  
  New Era for Robust Speech Recognition | 作者：Springer | 2017
  
  Publication Publication
- The REVERB Challenge: A Benchmark Task for Reverberation-Robust ASR Techniques
  
  Keisuke Kinoshita, Marc Delcroix, Sharon Gannot, Emanuël A. P. Habets, Reinhold Haeb-Umbach, Walter Kellermann, Volker Leutnant, Roland Maas, Tomohiro Nakatani, Bhiksha Raj, Armin Sehr, Takuya Yoshioka
  
  New Era for Robust Speech Recognition | 作者：Springer | 2017
  
  Publication Publication
- Online Meeting Recognition in Noisy Environments with Time-Frequency Mask Based MVDR Beamforming
  
  Shoko Araki, Nobutaka Ito, Marc Delcroix, Atsunori Ogawa, Keisuke Kinoshita, Takuya Higuchi, Takuya Yoshioka, Dong Tran, Shigeki Karita, Tomohiro Nakatani
  
  HSCMA 2017 | March 2017
  
  Publication Publication
- Online MVDR Beamformer Based on Complex Gaussian Mixture Model With Spatial Prior for Noise Robust ASR
  
  Takuya Higuchi, Nobutaka Ito, Shoko Araki, Takuya Yoshioka, Marc Delcroix, Tomohiro Nakatani
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | February 2017, 第 25 卷: pp. 780-793
  
  Publication Publication
- Automatic Prompt Optimization with “Gradient Descent” and Beam Search
  
  Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  Publication
- Sequence-level self-learning with multi-task learning framework
  
  Kenichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng
  
  October 2020
  
  项目
- Federated Transfer Learning with Dynamic Gradient Aggregation
  
  Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez
  
  August 2020
  
  Publication 项目
- Enhancements for Audio-only Diarization Systems
  
  Dimitrios Dimitriadis
  
  September 2019
  
  Publication 项目
- Target Speaker Voice Activity Detection with Transformers and Its Integration with End-to-End Neural Diarization
  
  Dongmei Wang, Xiong Xiao, Naoyuki Kanda, Takuya Yoshioka, Jian Wu
  
  ICASSP 2023 | June 2023
  
  Publication
- Sequence-level self-learning with multi-task learning framework
  
  Kenichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng
  
  October 2020
  
  项目
- GAN-based Data Generation for Speech Emotion Recognition
  
  Sefik Emre Eskimez, Dimitrios Dimitriadis, Robert Gmyr, Kenichi Kumatani
  
  INTERSPEECH 2020 | October 2020
  
  Publication 项目
- Federated Transfer Learning with Dynamic Gradient Aggregation
  
  Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez
  
  August 2020
  
  Publication 项目
- Enhancements for Audio-only Diarization Systems
  
  Dimitrios Dimitriadis
  
  September 2019
  
  Publication 项目
- A Study of Multimodal Addressee Detection in Human-Human-Computer Interaction
  
  T. J. Tsai, Andreas Stolcke, Malcolm Slaney
  
  IEEE Transactions on Multimedia | July 2015, 第 17 卷: pp. 1550-1561
  
  论文与出版物论文与出版物项目
- Large-Scale Intelligent Microservices
  
  Mark Hamilton, Nick Gonsalves, Christina Lee, Anand Raman, Brendan Walsh, Siddhartha Prasad, Dalitso Banda, Lucy Zhang, Lei Zhang, William T. Freeman
  
  IEEE Big Data | December 2020
  
  PDF Publication 视频项目
- Large-Scale Intelligent Microservices
  
  Mark Hamilton, Nick Gonsalves, Christina Lee, Anand Raman, Brendan Walsh, Siddhartha Prasad, Dalitso Banda, Lucy Zhang, Lei Zhang, William T. Freeman
  
  IEEE Big Data | December 2020
  
  PDF Publication 视频项目
- Federated Transfer Learning with Dynamic Gradient Aggregation
  
  Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez
  
  August 2020
  
  Publication 项目
- MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval
  
  Mark Hamilton, Stephanie Fu, Mindren Lu, Johnny Bui, Darius Bopp, Zhenbang Chen, Felix Tran, Margaret Wang, Marina Rogers, Lei Zhang, Chris Hoder, William T. Freeman
  
  NeurIPS 2020 Competition and Demonstration Track | February 2021
  
  Publication 视频视频项目
- MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval
  
  Mark Hamilton, Stephanie Fu, Mindren Lu, Johnny Bui, Darius Bopp, Zhenbang Chen, Felix Tran, Margaret Wang, Marina Rogers, Lei Zhang, Chris Hoder, William T. Freeman
  
  NeurIPS 2020 Competition and Demonstration Track | February 2021
  
  Publication 视频视频项目

- MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering
  
  Mahmoud Khademi, Ziyi Yang, Felipe Vieira Frujeri, Chenguang Zhu
  
  2023 Empirical Methods in Natural Language Processing | December 2023
  
  PDF Publication
- Global Selection of Contrastive Batches via Optimization on Sample Permutations
  
  Vin Sachidananda, Ziyi Yang, Chenguang Zhu
  
  ICML 2023 | July 2023
  
  PDF Publication
- Unifying Vision, Text, and Layout for Universal Document Processing
  
  Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
  
  The IEEE / CVF Computer Vision and Pattern Recognition Conference | June 2023
  
  Publication 下载
- Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles
  
  Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao
  
  The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2023 | June 2023
  
  Publication
- Real-Time Audio-Visual End-To-End Speech Enhancement
  
  Zirun Zhu, Hemin Yang, Min Tang, Ziyi Yang, Sefik Emre Eskimez, Huaming Wang
  
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing | June 2023
  
  Publication
- Target Speaker Voice Activity Detection with Transformers and Its Integration with End-to-End Neural Diarization
  
  Dongmei Wang, Xiong Xiao, Naoyuki Kanda, Takuya Yoshioka, Jian Wu
  
  ICASSP 2023 | June 2023
  
  Publication
- Small Models are Valuable Plug-ins for Large Language Models
  
  Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian McAuley
  
  May 2023
  
  Publication
- Automatic Prompt Optimization with “Gradient Descent” and Beam Search
  
  Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  Publication
- Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
  
  Chaojun Wang, Yang Liu, Wai Lam
  
  ACL 2023 Findings | May 2023
  
  Publication Publication
- Prompting GPT-3 To Be Reliable
  
  Silei Cheng, Zhe Gan, Zhengyuan Yang, Shuohang Wang, Jianfeng Wang, Jordan Boyd-Graber, Lijuan Wang
  
  International Conference on Learning Representations (ICLR 23) | May 2023
  
  PDF
- Generate rather than Retrieve: Large Language Models are Strong Context Generators
  
  Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
  
  ICLR 2023 | May 2023
  
  Publication
- i-Code: An Integrative and Composable Multimodal Learning Framework
  
  Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
  
  AAAI 2023 | February 2023
  
  Publication
- Narrate Dialogues for Better Summarization
  
  Ruochen Xu, Chenguang Zhu, Michael Zeng
  
  2022 Empirical Methods in Natural Language Processing | December 2022
  
  Publication
- ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation
  
  Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
  
  Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
  
  PDF
- Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering
  
  Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
  
  2022 Empirical Methods in Natural Language Processing | December 2022
  
  Best Paper Award at SoCal NLP Symposium 2022
  
  PDF Publication
- Retrieval Augmentation for Commonsense Reasoning: A Unified Approach
  
  Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP) 2022 | December 2022
  
  Publication
- Task Compass: Scaling Multi-task Pre-training with Task Prefix
  
  Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
  
  EMNLP 2022 | December 2022
  
  Publication
- Towards A Unified Multi-Dimensional Evaluator For Text Generation
  
  Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han
  
  Empirical Methods in Natural Language Processing (EMNLP) 2022 | December 2022
  
  Publication
- A Unified Encoder-Decoder Framework with Entity Memory
  
  Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022 | December 2022
  
  Publication
- Leveraging Locality in Abstractive Text Summarization
  
  Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  EMNLP 2022 | December 2022
  
  Publication Publication
- Automatic Rule Induction for Efficient Semi-Supervised Learning
  
  Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022 | December 2022
  
  Publication
- Unsupervised Summarization with Customized Granularities
  
  Ming Zhong, Yang Liu, Yuning Mao, Yichong Xu, Suyu Ge, Yizhu Jiao, Xingxing Zhang, Chenguang Zhu, Michael Zeng, Jiawei Han
  
  Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
  
  Publication
- REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering
  
  Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan
  
  Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
  
  Publication Publication 项目
- Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
  
  Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
  
  Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022
  
  PDF
- Breaking the trade-off in personalized speech enhancement with cross-task knowledge distillation
  
  Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka
  
  November 2022
  
  Submitted to ICASSP 2023
  
  Publication
- Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation with E3Net
  
  Sefik Emre Eskimez, Takuya Yoshioka, Alex Ju, Min tang, Tanel Parnamaa, Huaming Wang
  
  November 2022
  
  Submitted to ICASSP 2023
  
  Publication
- Separating Long-Form Speech with Group-Wise Permutation Invariant Training
  
  Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei
  
  Interspeech 2022 | September 2022
  
  Publication
- Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings
  
  Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  Interspeech 2022 | September 2022
  
  Publication
- Streaming Multi-Talker ASR with Token-Level Serialized Output Training
  
  Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  Interspeech 2022 | September 2022
  
  Publication
- Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong
  
  Interspeech 2022 | September 2022
  
  Publication
- Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation
  
  Manthan Thakker, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang
  
  Interspeech 2022 | September 2022
  
  Publication
- Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation
  
  Xiaofei Wang, Dongmei Wang, Naoyuki Kanda, Sefik Emre Eskimez, Takuya Yoshioka
  
  INTERSPEECH 2022 | September 2022
  
  Publication
- Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention
  
  Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
  
  IJCAI 2022 | July 2022
  
  human parity result on CommonsenseQA
  
  Publication
- CLIP-Event: Connecting Text and Images with Event Structures
  
  Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
  
  Conference on Computer Vision and Pattern Recognition (CVPR), 2022. | June 2022
  
  Publication
- An Empirical Study of Training End-to-End Vision-and-Language Transformers
  
  Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang (shuowa), Lijuan Wang (lijuanw), Chenguang Zhu, Nanyun (Violet) Peng, Zicheng Liu, Michael Zeng
  
  CVPR | June 2022
  
  Publication Publication 项目
- Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts
  
  Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, Meng Jiang
  
  ACL 2022 | May 2022
  
  Publication
- One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement
  
  Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang
  
  ICASSP 2022 | May 2022
  
  Publication
- Personalized Speech Enhancement: New Models and Comprehensive Evaluation
  
  Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang
  
  ICASSP 2022 | May 2022
  
  Publication
- End-to-End Segmentation-based News Summarization
  
  Yang Liu, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-modal Knowledge Transfer
  
  Woojeong Jin, Dong-Ho Lee, Chenguang Zhu, Jay Pujara, Xiang Ren
  
  ACL 2022 | May 2022
  
  Publication
- Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
  
  Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
  
  Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang
  
  ICASSP 2022 | May 2022
  
  Publication
- Continuous Speech Separation with Recurrent Selective Attention Network
  
  Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li
  
  ICASSP 2021 | May 2022
  
  Publication
- PickNet: Real-Time Channel Selection for Ad Hoc Microphone Arrays
  
  Takuya Yoshioka, Xiaofei Wang, Dongmei Wang
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
  
  Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Awadallah, Dragomir Radev, Rui Zhang
  
  ACL 2022 | May 2022
  
  Publication
- DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization
  
  Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  ACL 2022 | May 2022
  
  Publication
- Leveraging Knowledge in Multilingual Commonsense Reasoning
  
  Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- VarArray: Array-Geometry-Agnostic Continuous Speech Separation
  
  Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- All-Neural Beamformer for Continuous Speech Separation
  
  Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez
  
  ICASSP 2022 | May 2022
  
  Publication 项目
- DICT-BERT: Enhancing Language Model Pre-Training with Dictionary
  
  Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang
  
  ACL 2022 | May 2022
  
  Preprint
- KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering
  
  Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
  
  ACL 2022 | May 2022
  
  Publication
- Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR
  
  Naoyuki Kanda, Xiong Xiao, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  ICASSP 2022 | May 2022
  
  Publication 项目项目
- DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization
  
  Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  AAAI 2022 | February 2022
  
  Publication
- JAKET: Joint Pre-training of Knowledge Graph and Language Understanding
  
  Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng
  
  AAAI 2022 | February 2022
  
  Publication
- A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio
  
  Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  ASRU 2021 | December 2021
  
  Publication 项目项目
- The Elastic Lottery Ticket Hypothesis
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication 项目
- An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next
  
  Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Awadallah, Dragomir Radev
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
  
  Publication
- Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement
  
  Sefik Emre Eskimez, Xiaofei Wang, Min Tang, Hemin Yang, Zirun Zhu, Zhuo Chen, Huaming Wang, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Preprint 项目
- Investigation of Practical Aspects of Single Channel Speech Separation for ASR
  
  Jian Wu, Zhuo Chen, Sanyuan Chen, Yu Wu, Takuya Yoshioka, Naoyuki Kanda, Shujie Liu, Jinyu Li
  
  Interspeech 2021 | August 2021
  
  Publication
- Ultra Fast Speech Separation Model with Teacher Student Learning
  
  Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Takuya Yoshioka, Shujie Liu, Jinyu Li, Xiangzhan Yu
  
  Interspeech 2021 | August 2021
  
  Publication
- Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
  
  Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Streaming Multi-talker Speech Recognition with Joint Speaker Identification
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- End-to-End Speaker-Attributed ASR with Transformer
  
  Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Publication 项目项目
- Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone
  
  Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  Interspeech 2021 | August 2021
  
  Publication 项目项目
- On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer
  
  Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Universal Sentence Representations Learning with Conditional Masked Language Model
  
  Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
  
  EMNLP 2021 | August 2021
  
  Publication
- Want To Reduce Labeling Cost? GPT-3 Can Help
  
  Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
  
  Conference on Empirical Methods in Natural Language Processing | August 2021
  
  Publication
- One-Shot Voice Conversion with Speaker-Agnostic StarGAN
  
  Sefik Emre Eskimez, Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr
  
  INTERSPEECH 2022 | August 2021
  
  Publication DOI 项目
- Continuous Speech Separation with Ad Hoc Microphone Arrays
  
  Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng
  
  EUSIPCO | August 2021
  
  Publication 项目
- DialSumm: A Real-Life Scenario Dialogue Summarization Dataset
  
  Yulong Chen, Yang Liu, Liang Chen, Yue Zhang
  
  The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
  
  Publication
- Retrieval Enhanced Model for Commonsense Generation
  
  Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
  
  Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Fusing Context Into Knowledge Graph for Commonsense Reasoning
  
  Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
  
  The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
  
  Publication
- Leveraging Lead Bias for Zero-shot Abstractive News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  2021 International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2021
  
  PDF Publication
- Leveraging Lead Bias for Zero-shot Abstractive News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021. | July 2021
  
  Publication
- Speech-language Pre-training for End-to-end Spoken Language Understanding
  
  Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng
  
  ICASSP 2021 | June 2021
  
  Publication
- Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication
- Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings
  
  Xuankai Chang, Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR
  
  Naoyuki Kanda, Zhong Meng, Liang Lu, Yashesh Gaur, Xiaofei Wang, Zhuo Chen, Takuya Yoshioka
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020
  
  Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication 项目项目
- Continuous speech separation with Conformer
  
  Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Jinyu Li, Takuya Yoshioka, Chengyi Wang, Shujie Liu, Ming Zhou
  
  ICASSP | June 2021
  
  Publication
- Don’t shoot butterfly with rifles: multi-channel continuous speech separation with early exit transformer
  
  Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jinyu Li, Xiangzhan Yu
  
  ICASSP | June 2021
  
  Publication
- Noisy Self-Knowledge Distillation for Text Summarization
  
  Yang Liu, Sheng Shen, Mirella Lapata
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
  
  Publication Publication
- MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization
  
  Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
  
  NAACL | March 2021
  
  PDF Publication
- MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval
  
  Mark Hamilton, Stephanie Fu, Mindren Lu, Johnny Bui, Darius Bopp, Zhenbang Chen, Felix Tran, Margaret Wang, Marina Rogers, Lei Zhang, Chris Hoder, William T. Freeman
  
  NeurIPS 2020 Competition and Demonstration Track | February 2021
  
  Publication 视频视频项目
- Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis
  
  Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Maokui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey
  
  SLT 2021 | January 2021
  
  Publication
- Exploring End-to-End Multi-channel ASR with Bias Information for Meeting Transcription
  
  Xiaofei Wang, Naoyuki Kanda, Yashesh Gaur, Zhuo Chen, Zhong Meng, Takuya Yoshioka
  
  SLT 2021 | January 2021
  
  Publication 项目项目
- Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong
  
  SLT 2021 | January 2021
  
  Publication
- Investigation of End-To-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings
  
  Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka
  
  SLT 2021 | January 2021
  
  Publication 项目项目
- Dual-Path RNN For Long Recording Speech Separation
  
  Chenda Li, Yi Luo, Cong Han, Jinyu Li, Takuya Yoshioka, Tianyan Zhou, Marc Delcroix, Keisuke Kinoshita, Christoph Boeddeker, Yanmin Qian, Shinji Watanabe, Zhuo Chen
  
  Spoken Language Technology Workshop | January 2021
  
  Publication
- Large-Scale Intelligent Microservices
  
  Mark Hamilton, Nick Gonsalves, Christina Lee, Anand Raman, Brendan Walsh, Siddhartha Prasad, Dalitso Banda, Lucy Zhang, Lei Zhang, William T. Freeman
  
  IEEE Big Data | December 2020
  
  PDF Publication 视频项目
- Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers
  
  Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka
  
  Interspeech 2020 | October 2020
  
  Publication 项目项目
- Serialized Output Training for End-to-End Overlapped Speech Recognition
  
  Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
  
  Interspeech 2020 | October 2020
  
  Publication 项目项目
- GAN-based Data Generation for Speech Emotion Recognition
  
  Sefik Emre Eskimez, Dimitrios Dimitriadis, Robert Gmyr, Kenichi Kumatani
  
  INTERSPEECH 2020 | October 2020
  
  Publication 项目
- Neural Speech Separation Using Spatially Distributed Microphones
  
  Dongmei Wang, Zhuo Chen, Takuya Yoshioka
  
  Interspeech | October 2020
  
  Publication 项目
- An End-to-end Architecture of Online Multi-channel Speech Separation
  
  Jian Wu, Zhuo Chen, Jinyu Li, Takuya Yoshioka, Zhili Tan, Ed Lin, Yi Luo , Lei Xie
  
  Interspeech | October 2020
  
  Publication
- Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
  
  Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao
  
  ECCV | August 2020
  
  Publication 视频 Github 项目项目项目
- Combining Acoustics, Content and Interaction Features to Find Hot Spots in Meetings
  
  Dave Makhervaks, William Hinthorn, Dimitrios Dimitriadis, Andreas Stolcke
  
  2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  DOI Publication 项目
- Continuous speech separation: dataset and analysis
  
  Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Xiong Xiao, Jinyu Li
  
  ICASSP | April 2020
  
  Publication
- TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising.
  
  Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
  
  2020 Empirical Methods in Natural Language Processing | March 2020
  
  DOI Publication
- A Memory Augmented Architecture for Continuous Speaker Identification in Meetings
  
  Nikolaos Flemotomos, Dimitrios Dimitriadis
  
  ICASSP 2020 | January 2020
  
  Publication
- Advances in Online Audio-Visual Meeting Transcription
  
  Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication 项目
- DOVER: A Method for Combining Diarization Outputs
  
  Andreas Stolcke, Takuya Yoshioka
  
  ASRU 2019 | December 2019
  
  Publication 项目项目
- Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization
  
  Beliz Gunel, Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  NeurIPS 2019, Knowledge Representation & Reasoning Meets Machine Learning(KR2ML) Workshop | December 2019
  
  Publication
- Speech Separation Using Speaker Inventory
  
  Peidong Wang, Zhuo Chen, Xiong Xiao, Zhong Meng, Takuya Yoshioka, Tianyan Zhou, Liang Lu, Jinyu Li
  
  Automatic Speech Recognition and Understanding Workshop | November 2019
  
  PDF DOI
- Parameter-free Sentence Embedding via Orthogonal Basis
  
  Ziyi Yang, Chenguang Zhu, Weizhu Chen
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2019
  
  Publication
- Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue
  
  Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2019
  
  Publication
- Meeting Transcription Using Asynchronous Distant Microphones
  
  Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
  
  Interspeech | September 2019
  
  Publication 项目项目
- SIM: A Slot-Independent Neural Model for Dialogue State Tracking
  
  Chenguang Zhu, Michael Zeng, Xuedong Huang
  
  The 20th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2019) | September 2019
  
  Publication
- Embedding Imputation with Grounded Language Information
  
  Ziyi Yang, Chenguang Zhu, Vin Sachidananda, Eric Darve
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication
- Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering
  
  Jianmo Ni, Chenguang Zhu, Weizhu Chen, Julian McAuley
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2019 | May 2019
  
  Publication 项目
- Acoustic and Lexical Sentiment Analysis for Customer Service Calls
  
  Bryan Li, Dimitrios Dimitriadis, Andreas Stolcke
  
  ICASSP | May 2019
  
  Publication 项目
- Single-channel Speech Extraction Using Speaker Inventory and Attention Network
  
  Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, J. Droppo, Y. Gong
  
  ICASSP 2019 | May 2019
  
  DOI Publication 项目项目
- Low-Latency Speaker-Independent Continuous Speech Separation
  
  Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
  
  ICASSP 2019 | April 2019
  
  Publication 项目项目
- Multi-Channel Overlapped Speech Recognition with Location Guided Speech Extraction Network
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  SLT 2018 | December 2018
  
  Publication 项目
- MULTI-CHANNEL OVERLAPPED SPEECH RECOGNITION WITH LOCATION GUIDED SPEECH EXTRACTION NETWORK
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- Session-level Language Modeling for Conversational Speech
  
  Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
  
  Proceedings EMNLP | November 2018
  
  Publication 项目项目
- Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation
  
  Hakan Erdogan, Takuya Yoshioka
  
  Interspeech 2018 | September 2018
  
  Publication
- Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks
  
  Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Xiong Xiao, Fil Alleva
  
  Interspeech 2018 | September 2018
  
  Publication 项目
- Efficient Integration of Fixed Beamformers and Speech Separation Networks for Multi-Channel Far-Field Speech Separation
  
  Zhuo Chen, Takuya Yoshioka, Xiong Xiao, Jinyu Li, Michael L. Seltzer, Yifan Gong
  
  ICASSP 2018 | April 2018
  
  Publication
- Exploring Practical Aspects of Neural Mask-Based Beamforming for Far-Field Speech Recognition
  
  Christoph Boeddeker, Hakan Erdogan, Takuya Yoshioka, Reinhold Haeb-Umbach
  
  ICASSP 2018 | April 2018
  
  Publication 项目项目
- Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition
  
  Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Fil Alleva
  
  ICASSP 2018 | April 2018
  
  Publication 项目
- The Microsoft 2017 Conversational Speech Recognition System
  
  Wayne Xiong, Lingfeng Wu, Jasha Droppo, Xuedong Huang, Andreas Stolcke
  
  Proc. IEEE ICASSP | April 2018
  
  论文与出版物项目
- Cracking the cocktail party problem by multi-beam deep attractor network
  
  Zhuo Chen, Jinyu Li, Xiong Xiao, Takuya Yoshioka, Huaming Wang, Zhenghao Wang, Yifan Gong
  
  ASRU 2018 | December 2017
  
  Publication
- Automatic Evaluation of Children Reading Aloud on Sentences and Pseudowords
  
  Jorge Proença, Carla Lopes, Michael Tjalve, Andreas Stolcke, Sara Candeias, Fernando Perdigão
  
  Proc. Interspeech | August 2017
  
  论文与出版物项目
- Comparing Human and Machine Errors in Conversational Speech Transcription
  
  Andreas Stolcke, Jasha Droppo
  
  Proc. Interspeech | August 2017
  
  论文与出版物项目
- The Microsoft 2016 Conversational Speech Recognition System
  
  Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
  
  Proc. IEEE ICASSP | March 2017
  
  论文与出版物项目
- Advances in All-Neural Speech Recognition
  
  Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
  
  Proc. IEEE ICASSP | March 2017
  
  论文与出版物项目
- Online Meeting Recognition in Noisy Environments with Time-Frequency Mask Based MVDR Beamforming
  
  Shoko Araki, Nobutaka Ito, Marc Delcroix, Atsunori Ogawa, Keisuke Kinoshita, Takuya Higuchi, Takuya Yoshioka, Dong Tran, Shigeki Karita, Tomohiro Nakatani
  
  HSCMA 2017 | March 2017
  
  Publication Publication
- A Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification
  
  Suman Ravuri, Andreas Stolcke
  
  Proc. IEEE ICASSP | March 2016
  
  Proc. IEEE ICASSP
  
  论文与出版物项目项目项目
- A Comparative Study of Neural Network Models for Lexical Intent Classification
  
  Suman Ravuri, Andreas Stolcke
  
  Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
  
  论文与出版物项目项目项目
- Deep Bi-directional Recurrent Networks Over Spectral Windows
  
  Abdelrahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn
  
  Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
  
  论文与出版物项目
- Personalization of Word-Phrase-Entity Language Models
  
  Michael Levit, Andreas Stolcke, R. Subba, Sarangarajan Parthasarathy, Shawn Chang, S. Xie, T. Anastasakos, B. Dumoulin
  
  Proc. Interspeech | September 2015
  
  论文与出版物
- A Comparison of Neural Network Feature Transforms for Speaker Diarization
  
  Sree Harsha Yella, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  论文与出版物项目
- Recurrent Neural Network and LSTM Models for Lexical Utterance Classification
  
  Suman Ravuri, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  论文与出版物项目项目项目
- Multimodal Addressee Detection in Multiparty Dialogue Systems
  
  T. J. Tsai, Andreas Stolcke, Malcolm Slaney
  
  Proc. IEEE ICASSP | April 2015
  
  Proc. IEEE ICASSP
  
  论文与出版物项目
- In-Context Demonstration Selection with Cross Entropy Difference
  
  Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, Chenguang Zhu
  
  May 2023
  
  Arxiv
  
  Publication
- PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
  
  Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
  
  May 2023
  
  Publication
- LMGQS: A Large-scale Dataset for Query-focused Summarization
  
  Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  PDF
- InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
  
  Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
  
  May 2023
  
  PDF
- FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training
  
  Junyi Chai, Reid Pryzant, Victor Ye Dong, Konstantin Golobokov, Chenguang Zhu, Yi Liu
  
  December 2022
  
  Publication
- MLP Architectures for Vision-and-Language Modeling: An Empirical Study
  
  Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang
  
  December 2021
  
  Preprint 项目
- Sequence-level self-learning with multi-task learning framework
  
  Kenichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng
  
  October 2020
  
  项目
- G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
  
  Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu
  
  arXiv 2303.16634 | March 2023
  
  Publication
- MACSum: Controllable Summarization with Mixed Attributes
  
  Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
  
  Transactions of the Association for Computational Linguistics | March 2023
  
  Publication
- Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition
  
  Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang
  
  arXiv:2211.05564 | November 2022
  
  Publication
- Speech separation with large-scale self-supervised learning
  
  Zhuo Chen, Naoyuki Kanda, Jian Wu, Yu Wu, Xiaofei Wang, Takuya Yoshioka, Jinyu Li, Sunit Sivasankaran, Sefik Emre Eskimez
  
  arXiv:2211.05172 | November 2022
  
  Publication
- Real-Time Target Sound Extraction
  
  Bandhav Veluri, Justin Chan, Malek Itani, Tuochao Chen, Takuya Yoshioka, Shyamnath Gollakota
  
  arXiv:2211.02250 | November 2022
  
  Publication
- Breaking trade-offs in speech separation with sparsely-gated mixture of experts
  
  Xiaofei Wang, Zhuo Chen, Yu Shi, Jian Wu, Naoyuki Kanda, Takuya Yoshioka
  
  arXiv:2211.06493 | November 2022
  
  Preprint
- Simulating realistic speech overlaps improves multi-talker ASR
  
  Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  arXiv:2210.15715 | October 2022
  
  Publication
- VarArray Meets t-SOT: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition
  
  Naoyuki Kanda, Jian Wu, Xiaofei Wang, Zhuo Chen, Jinyu Li, Takuya Yoshioka
  
  arXiv:2209.04974 | September 2022
  
  Publication
- WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing
  
  Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, Furu Wei
  
  IEEE Journal of Selected Topics in Signal Processing | July 2022, 第 16 卷(6): pp. 1505-1518
  
  Publication
- A Review of Speaker Diarization: Recent Advances with Deep Learning
  
  Tae Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis, Kyu J. Han, Shinji Watanabe, Shrikanth Narayanan
  
  Computer Speech & Language | November 2021, 第 72 卷
  
  Publication Publication
- Injecting Entity Types into Entity-Guided Text Generation
  
  Xiangyu Dong, Wenhao Yu, Chenguang Zhu, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
  
  Publication
- Does Knowledge Help General NLU? An Empirical Study
  
  Ruochen Xu, Yuwei Fang, Chenguang Zhu, Michael Zeng
  
  arXiv: Computation and Language | September 2021
- Accelerating Real-Time Question Answering via Question Generation
  
  Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu, Chenguang Zhu
  
  arXiv: Computation and Language | September 2021
- Data Augmentation for Spoken Language Understanding via Pretrained Models
  
  Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
  
  INTERSPEECH | September 2021
  
  Publication
- SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding
  
  Yu-An Chung, Chenguang Zhu, Michael Zeng
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
  
  Publication
- Enhancing Factual Consistency of Abstractive Summarization
  
  Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
  
  North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
  
  Publication
- Filtered Inner Product Projection for Crosslingual Embedding Alignment
  
  Vin Sachidananda, Ziyi Yang, Chenguang Zhu
  
  International Conference on Learning Representations (ICLR) | May 2021
  
  Publication
- Sentence-Permuted Paragraph Generation
  
  Wenhao Yu, Chenguang Zhu, Tong Zhao, Zhichun Guo, Meng Jiang
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | April 2021
  
  Publication
- Streaming end-to-end multi-talker speech recognition
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  IEEE Signal Processing Letter | April 2021, 第 28 卷
  
  Publication
- A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining
  
  Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2020
  
  Publication 项目
- TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2020
  
  Publication
- Few-shot Natural Language Generation for Task-Oriented Dialog
  
  Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
  
  Empirical Methods in Natural Language Processing (EMNLP) | November 2020
  
  Publication 项目
- A Survey of Knowledge-Enhanced Text Generation
  
  Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang
  
  arXiv 2010.04389 | October 2020
  
  Publication
- Mixed-Lingual Pre-training for Cross-lingual Summarization
  
  Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang
  
  The 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL 2020) | September 2020
  
  Publication
- Meta Dialogue Policy Learning
  
  Yumo Xu, Chenguang Zhu, Baolin Peng, Michael Zeng
  
  arxiv 2006.02588 | June 2020
  
  Publication
- Boosting Naturalness of Language in Task-oriented Dialogues via Adversarial Training
  
  Chenguang Zhu
  
  SIGDial 2020 | May 2020
  
  Publication
- CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings
  
  Shinji Watanabe, Michael Mandel, Jon Barker, Emmanuel Vincent, Ashish Arora, Xuankai Chang, Sanjeev Khudanpur, Vimal Manohar, Daniel Povey, Desh Raj, David Snyder, Aswin Shanmugam Subramanian, Jan Trmal, Bar Ben Yair, Christoph Boeddeker, Zhaoheng Ni, Yusuke Fujita, Shota Horiguchi, Naoyuki Kanda, Takuya Yoshioka, Neville Ryant
  
  arXiv:2004.09249 | April 2020
  
  Publication
- Make Lead Bias in Your Favor: A Simple and Effective Method for News Summarization
  
  Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
  
  arXiv 1912.11602 | December 2019
  
  Publication
- Mispronunciation Detection in Children’s Reading of Sentences
  
  Jorge Proença, Carla Lopes, Michael Tjalve, Andreas Stolcke, Sara Candeias, Fernando Perdigão
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | March 2018, 第 26 卷: pp. 1203-1215
  
  Publication DOI 项目
- Automatic Evaluation of Reading Aloud Performance in Children
  
  Jorge Proença, Carla Lopes, Michael Tjalve, Andreas Stolcke, Sara Candeias, Fernando Perdigão
  
  Speech Communication | November 2017, 第 94 卷: pp. 1-14
  
  Publication DOI 项目
- Toward Human Parity in Conversational Speech Recognition
  
  Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | September 2017, 第 25 卷: pp. 2410-2423
  
  Publication DOI 项目
- Online MVDR Beamformer Based on Complex Gaussian Mixture Model With Spatial Prior for Noise Robust ASR
  
  Takuya Higuchi, Nobutaka Ito, Shoko Araki, Takuya Yoshioka, Marc Delcroix, Tomohiro Nakatani
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | February 2017, 第 25 卷: pp. 780-793
  
  Publication Publication
- Robust and Efficient Multiple Alignment of Unsynchronized Meeting Recordings
  
  T. J. Tsai, Andreas Stolcke
  
  IEEE Transactions on Speech, Audio and Language Processing | February 2016, 第 24 卷: pp. 833-845
  
  DOI Publication 项目
- A Study of Multimodal Addressee Detection in Human-Human-Computer Interaction
  
  T. J. Tsai, Andreas Stolcke, Malcolm Slaney
  
  IEEE Transactions on Multimedia | July 2015, 第 17 卷: pp. 1550-1561
  
  论文与出版物论文与出版物项目
- Federated Transfer Learning with Dynamic Gradient Aggregation
  
  Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez
  
  August 2020
  
  Publication 项目
- End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation
  
  Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka
  
  October 2019
  
  Publication 项目
- Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech Separation
  
  Yi Luo, Zhuo Chen, Takuya Yoshioka
  
  October 2019
  
  Publication 项目
- Enhancements for Audio-only Diarization Systems
  
  Dimitrios Dimitriadis
  
  September 2019
  
  Publication 项目
- Achieving Human Parity in Conversational Speech Recognition
  
  Geoff Zweig, Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu
  
  December 2016
  
  IEEE Spoken Language Technology Workshop
  
  Invited talk, IEEE SLT Workshop
  
  论文与出版物项目
- Meeting Transcription Using Virtual Microphone Arrays
  
  Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng
  
  MSR-TR-2019-11 | July 2019
  
  作者：Microsoft
  
  Revised version
  
  Publication 项目项目
- Multichannel Speech Enhancement Approaches to DNN-Based Far-Field Speech Recognition
  
  Marc Delcroix, Takuya Yoshioka, Nobutaka Ito, Atsunori Ogawa, Keisuke Kinoshita, Masakiyo Fujimoto, Takuya Higuchi, Shoko Araki, Tomohiro Nakatani
  
  New Era for Robust Speech Recognition | 作者：Springer | 2017
  
  Publication Publication
- The REVERB Challenge: A Benchmark Task for Reverberation-Robust ASR Techniques
  
  Keisuke Kinoshita, Marc Delcroix, Sharon Gannot, Emanuël A. P. Habets, Reinhold Haeb-Umbach, Walter Kellermann, Volker Leutnant, Roland Maas, Tomohiro Nakatani, Bhiksha Raj, Armin Sehr, Takuya Yoshioka
  
  New Era for Robust Speech Recognition | 作者：Springer | 2017
  
  Publication Publication

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