Meeting Recognition and Understanding

Established: July 30, 2013

Publications

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- 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
- 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 Project
- 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
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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
- 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 Project
- 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 Project
- 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
- DOVER: A Method for Combining Diarization Outputs
  
  Andreas Stolcke, Takuya Yoshioka
  
  ASRU 2019 | December 2019
  
  Publication Project
- Meeting Transcription Using Asynchronous Distant Microphones
  
  Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
  
  Interspeech | September 2019
  
  Publication Project
- 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
  
  Published by Microsoft
  
  Revised version
  
  Publication Project
- 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 Project
- Low-Latency Speaker-Independent Continuous Speech Separation
  
  Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
  
  ICASSP 2019 | April 2019
  
  Publication Project
- 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
- Session-level Language Modeling for Conversational Speech
  
  Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
  
  Proceedings EMNLP | November 2018
  
  Publication Project
- 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
- 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 Project
- 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
- AIMU: Actionable Items for Meeting Understanding
  
  Yun-Nung Vivian Chen, Dilek Hakkani-Tür
  
  Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016) | June 2016
  
  Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016)
  
  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, Vol 24: pp. 833-845
  
  DOI Publication
- A Comparison of Neural Network Feature Transforms for Speaker Diarization
  
  Sree Harsha Yella, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  Publication
- Aligning Meeting Recordings Via Adaptive Fingerprinting
  
  T. J. Tsai, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  Publication
- Artificial Neural Network Features for Speaker Diarization
  
  Sree Harsha Yella, Andreas Stolcke, Malcolm Slaney
  
  Proc. IEEE Spoken Language Technology Workshop | December 2014
  
  Publication
- Making the Most from Multiple Microphones in Meeting Recognition
  
  Andreas Stolcke
  
  Proc. IEEE ICASSP | May 2011
  
  Proc. IEEE ICASSP
  
  Publication
- Human/Human Conversation Understanding
  
  Gokhan Tur, Dilek Hakkani-Tür
  
  Spoken Language Understanding - Systems for Extracting Semantic Information from Speech | Published by Wiley | 2011 | Spoken Language Understanding - Systems for Extracting Semantic Information from Speech edition
  
  Publication
- Social Role Discovery from Spoken Language using Dynamic Bayesian Networks
  
  Sibel Yaman, Dilek Hakkani-Tür, Gokhan Tur
  
  Annual Conference of the International Speech Communication Association (Interspeech) | September 2010
  
  Publication
- The CALO Meeting Assistant System
  
  Gokhan Tur, Andreas Stolcke, Lynn Voss, Stanley Peters, Dilek Hakkani-Tür, John Dowding, Benoit Favre, Raquel Fernández, Matthew Frampton, Mike Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang
  
  IEEE Transactions on Audio, Speech, and Language Processing | August 2010, Vol 18(6): pp. 1601-1611
  
  Publication Publication Project
- Leveraging Speaker Diarization for Meeting Recognition from Distant Microphones
  
  Andreas Stolcke, Gerald Friedland, David Imseng
  
  Proc. IEEE ICASSP | March 2010
  
  Proc. IEEE ICASSP
  
  Publication
- Exploiting Dialog Act Tagging and Prosodic Information for Action Item Identification
  
  Fan Yang, Gokhan Tur, Elizabeth Shriberg
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | January 2008
  
  Publication
- The SRI-ICSI Spring 2007 Meeting and Lecture Recognition System
  
  Andreas Stolcke, Kofi Boakye, Özgür Çetin, Adam Janin, Mathew Magimai-Doss, Chuck Wooters, Jing Zheng
  
  Multimodal Technologies for Perception of Humans. International Evaluation Workshops CLEAR 2007 and RT 2007 | May 2007
  
  Multimodal Technologies for Perception of Humans. International Evaluation Workshops CLEAR 2007 and RT 2007
  
  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
- 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
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- Meeting Transcription Using Asynchronous Distant Microphones
  
  Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
  
  Interspeech | September 2019
  
  Publication Project
- 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
  
  Published by Microsoft
  
  Revised version
  
  Publication Project
- 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 Project
- Low-Latency Speaker-Independent Continuous Speech Separation
  
  Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
  
  ICASSP 2019 | April 2019
  
  Publication Project
- 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
- 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
- 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 Project
- 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
- 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
- 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
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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
- 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 Project
- 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 Project
- 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
- DOVER: A Method for Combining Diarization Outputs
  
  Andreas Stolcke, Takuya Yoshioka
  
  ASRU 2019 | December 2019
  
  Publication Project
- Meeting Transcription Using Asynchronous Distant Microphones
  
  Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
  
  Interspeech | September 2019
  
  Publication Project
- 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
  
  Published by Microsoft
  
  Revised version
  
  Publication Project
- 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 Project
- Low-Latency Speaker-Independent Continuous Speech Separation
  
  Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
  
  ICASSP 2019 | April 2019
  
  Publication Project
- 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
- Session-level Language Modeling for Conversational Speech
  
  Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
  
  Proceedings EMNLP | November 2018
  
  Publication Project
- 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
- 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 Project
- 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
- AIMU: Actionable Items for Meeting Understanding
  
  Yun-Nung Vivian Chen, Dilek Hakkani-Tür
  
  Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016) | June 2016
  
  Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016)
  
  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, Vol 24: pp. 833-845
  
  DOI Publication
- A Comparison of Neural Network Feature Transforms for Speaker Diarization
  
  Sree Harsha Yella, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  Publication
- Aligning Meeting Recordings Via Adaptive Fingerprinting
  
  T. J. Tsai, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  Publication
- Artificial Neural Network Features for Speaker Diarization
  
  Sree Harsha Yella, Andreas Stolcke, Malcolm Slaney
  
  Proc. IEEE Spoken Language Technology Workshop | December 2014
  
  Publication
- Making the Most from Multiple Microphones in Meeting Recognition
  
  Andreas Stolcke
  
  Proc. IEEE ICASSP | May 2011
  
  Proc. IEEE ICASSP
  
  Publication
- Human/Human Conversation Understanding
  
  Gokhan Tur, Dilek Hakkani-Tür
  
  Spoken Language Understanding - Systems for Extracting Semantic Information from Speech | Published by Wiley | 2011 | Spoken Language Understanding - Systems for Extracting Semantic Information from Speech edition
  
  Publication
- Social Role Discovery from Spoken Language using Dynamic Bayesian Networks
  
  Sibel Yaman, Dilek Hakkani-Tür, Gokhan Tur
  
  Annual Conference of the International Speech Communication Association (Interspeech) | September 2010
  
  Publication
- The CALO Meeting Assistant System
  
  Gokhan Tur, Andreas Stolcke, Lynn Voss, Stanley Peters, Dilek Hakkani-Tür, John Dowding, Benoit Favre, Raquel Fernández, Matthew Frampton, Mike Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang
  
  IEEE Transactions on Audio, Speech, and Language Processing | August 2010, Vol 18(6): pp. 1601-1611
  
  Publication Publication Project
- Leveraging Speaker Diarization for Meeting Recognition from Distant Microphones
  
  Andreas Stolcke, Gerald Friedland, David Imseng
  
  Proc. IEEE ICASSP | March 2010
  
  Proc. IEEE ICASSP
  
  Publication
- The SRI-ICSI Spring 2007 Meeting and Lecture Recognition System
  
  Andreas Stolcke, Kofi Boakye, Özgür Çetin, Adam Janin, Mathew Magimai-Doss, Chuck Wooters, Jing Zheng
  
  Multimodal Technologies for Perception of Humans. International Evaluation Workshops CLEAR 2007 and RT 2007 | May 2007
  
  Multimodal Technologies for Perception of Humans. International Evaluation Workshops CLEAR 2007 and RT 2007
  
  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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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
- DOVER: A Method for Combining Diarization Outputs
  
  Andreas Stolcke, Takuya Yoshioka
  
  ASRU 2019 | December 2019
  
  Publication Project
- 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
  
  Published by Microsoft
  
  Revised version
  
  Publication Project
- 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 Project
- Low-Latency Speaker-Independent Continuous Speech Separation
  
  Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
  
  ICASSP 2019 | April 2019
  
  Publication Project
- 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
- AIMU: Actionable Items for Meeting Understanding
  
  Yun-Nung Vivian Chen, Dilek Hakkani-Tür
  
  Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016) | June 2016
  
  Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016)
  
  Publication
- The CALO Meeting Assistant System
  
  Gokhan Tur, Andreas Stolcke, Lynn Voss, Stanley Peters, Dilek Hakkani-Tür, John Dowding, Benoit Favre, Raquel Fernández, Matthew Frampton, Mike Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang
  
  IEEE Transactions on Audio, Speech, and Language Processing | August 2010, Vol 18(6): pp. 1601-1611
  
  Publication Publication Project
- Exploiting Dialog Act Tagging and Prosodic Information for Action Item Identification
  
  Fan Yang, Gokhan Tur, Elizabeth Shriberg
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | January 2008
  
  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
- 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
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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 Project
- 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
- DOVER: A Method for Combining Diarization Outputs
  
  Andreas Stolcke, Takuya Yoshioka
  
  ASRU 2019 | December 2019
  
  Publication Project
- Meeting Transcription Using Asynchronous Distant Microphones
  
  Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
  
  Interspeech | September 2019
  
  Publication Project
- 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 Project
- Low-Latency Speaker-Independent Continuous Speech Separation
  
  Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
  
  ICASSP 2019 | April 2019
  
  Publication Project
- 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
- Session-level Language Modeling for Conversational Speech
  
  Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
  
  Proceedings EMNLP | November 2018
  
  Publication Project
- 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
- 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 Project
- 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
- AIMU: Actionable Items for Meeting Understanding
  
  Yun-Nung Vivian Chen, Dilek Hakkani-Tür
  
  Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016) | June 2016
  
  Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016)
  
  Publication
- A Comparison of Neural Network Feature Transforms for Speaker Diarization
  
  Sree Harsha Yella, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  Publication
- Aligning Meeting Recordings Via Adaptive Fingerprinting
  
  T. J. Tsai, Andreas Stolcke
  
  Proc. Interspeech | September 2015
  
  Publication
- Artificial Neural Network Features for Speaker Diarization
  
  Sree Harsha Yella, Andreas Stolcke, Malcolm Slaney
  
  Proc. IEEE Spoken Language Technology Workshop | December 2014
  
  Publication
- Making the Most from Multiple Microphones in Meeting Recognition
  
  Andreas Stolcke
  
  Proc. IEEE ICASSP | May 2011
  
  Proc. IEEE ICASSP
  
  Publication
- Social Role Discovery from Spoken Language using Dynamic Bayesian Networks
  
  Sibel Yaman, Dilek Hakkani-Tür, Gokhan Tur
  
  Annual Conference of the International Speech Communication Association (Interspeech) | September 2010
  
  Publication
- Leveraging Speaker Diarization for Meeting Recognition from Distant Microphones
  
  Andreas Stolcke, Gerald Friedland, David Imseng
  
  Proc. IEEE ICASSP | March 2010
  
  Proc. IEEE ICASSP
  
  Publication
- Exploiting Dialog Act Tagging and Prosodic Information for Action Item Identification
  
  Fan Yang, Gokhan Tur, Elizabeth Shriberg
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | January 2008
  
  Publication
- The SRI-ICSI Spring 2007 Meeting and Lecture Recognition System
  
  Andreas Stolcke, Kofi Boakye, Özgür Çetin, Adam Janin, Mathew Magimai-Doss, Chuck Wooters, Jing Zheng
  
  Multimodal Technologies for Perception of Humans. International Evaluation Workshops CLEAR 2007 and RT 2007 | May 2007
  
  Multimodal Technologies for Perception of Humans. International Evaluation Workshops CLEAR 2007 and RT 2007
  
  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
- Robust and Efficient Multiple Alignment of Unsynchronized Meeting Recordings
  
  T. J. Tsai, Andreas Stolcke
  
  IEEE Transactions on Speech, Audio and Language Processing | February 2016, Vol 24: pp. 833-845
  
  DOI Publication
- The CALO Meeting Assistant System
  
  Gokhan Tur, Andreas Stolcke, Lynn Voss, Stanley Peters, Dilek Hakkani-Tür, John Dowding, Benoit Favre, Raquel Fernández, Matthew Frampton, Mike Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang
  
  IEEE Transactions on Audio, Speech, and Language Processing | August 2010, Vol 18(6): pp. 1601-1611
  
  Publication Publication Project
- 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
  
  Published by Microsoft
  
  Revised version
  
  Publication Project
- Human/Human Conversation Understanding
  
  Gokhan Tur, Dilek Hakkani-Tür
  
  Spoken Language Understanding - Systems for Extracting Semantic Information from Speech | Published by Wiley | 2011 | Spoken Language Understanding - Systems for Extracting Semantic Information from Speech edition
  
  Publication