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
Publications
Publications by Year
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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, Vol 16(6): pp. 1505-1518
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
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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
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
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
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
Streaming Multi-talker Speech Recognition with Joint Speaker Identification
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
Interspeech 2021 | August 2021
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
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
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
Streaming end-to-end multi-talker speech recognition
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
IEEE Signal Processing Letter | April 2021, Vol 28
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
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
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
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
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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
Serialized Output Training for End-to-End Overlapped Speech Recognition
Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
Interspeech 2020 | October 2020
-
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
Adversarial Speaker Adaptation
Zhong Meng, Jinyu Li, Yifan Gong
ICASSP | May 2019
Adversarial Speaker Verification
Zhong Meng, Yong Zhao, Jinyu Li, Yifan Gong
ICASSP | May 2019
Attentive Adversarial Learning for Domain-Invariant Training
Zhong Meng, Jinyu Li, Yifan Gong
ICASSP | May 2019
Conditional Teacher-Student Learning
Zhong Meng, Jinyu Li, Yong Zhao, Yifan Gong
ICASSP | May 2019
Single-Channel Speech Extraction Using Speaker Inventory and Attention Network
Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, Jasha Droppo, Yifan Gong
ICASSP 2019 | April 2019
Low-Latency Speaker-Independent Continuous Speech Separation
Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
ICASSP 2019 | April 2019
-
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
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
Adversarial Feature-Mapping for Speech Enhancement
Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
Interspeech 2018 | September 2018
Cycle-Consistent Speech Enhancement
Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
Interspeech 2018 | September 2018
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
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
Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition
Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Fil Alleva
ICASSP 2018 | April 2018
Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation
Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang (Fred) Juang
ICASSP | April 2018
Speaker-Invariant Training via Adversarial Learning
Zhong Meng, Jinyu Li, Zhuo Chen, Yong Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang (Fred) Juang
ICASSP | April 2018
-
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
Improving mask learning based speech enhancement system with restoration layers and residual connection
Zhuo Chen, Yan Huang, Jinyu Li, Yifan Gong
Interspeech | August 2017
Publications by Research Area
-
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
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, Vol 16(6): pp. 1505-1518
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
Streaming Multi-talker Speech Recognition with Joint Speaker Identification
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
Interspeech 2021 | August 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
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
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
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
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
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
Streaming end-to-end multi-talker speech recognition
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
IEEE Signal Processing Letter | April 2021, Vol 28
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
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
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
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
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
Serialized Output Training for End-to-End Overlapped Speech Recognition
Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
Interspeech 2020 | October 2020
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
Single-Channel Speech Extraction Using Speaker Inventory and Attention Network
Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, Jasha Droppo, Yifan Gong
ICASSP 2019 | April 2019
Low-Latency Speaker-Independent Continuous Speech Separation
Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
ICASSP 2019 | April 2019
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
-
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
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, Vol 16(6): pp. 1505-1518
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
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
Streaming Multi-talker Speech Recognition with Joint Speaker Identification
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
Interspeech 2021 | August 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
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
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
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
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
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
Streaming end-to-end multi-talker speech recognition
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
IEEE Signal Processing Letter | April 2021, Vol 28
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
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
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
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
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
Serialized Output Training for End-to-End Overlapped Speech Recognition
Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
Interspeech 2020 | October 2020
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
Adversarial Speaker Verification
Zhong Meng, Yong Zhao, Jinyu Li, Yifan Gong
ICASSP | May 2019
Adversarial Speaker Adaptation
Zhong Meng, Jinyu Li, Yifan Gong
ICASSP | May 2019
Attentive Adversarial Learning for Domain-Invariant Training
Zhong Meng, Jinyu Li, Yifan Gong
ICASSP | May 2019
Conditional Teacher-Student Learning
Zhong Meng, Jinyu Li, Yong Zhao, Yifan Gong
ICASSP | May 2019
Single-Channel Speech Extraction Using Speaker Inventory and Attention Network
Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, Jasha Droppo, Yifan Gong
ICASSP 2019 | April 2019
Low-Latency Speaker-Independent Continuous Speech Separation
Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
ICASSP 2019 | April 2019
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
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
Adversarial Feature-Mapping for Speech Enhancement
Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
Interspeech 2018 | September 2018
Cycle-Consistent Speech Enhancement
Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
Interspeech 2018 | September 2018
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
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
Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition
Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Fil Alleva
ICASSP 2018 | April 2018
Speaker-Invariant Training via Adversarial Learning
Zhong Meng, Jinyu Li, Zhuo Chen, Yong Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang (Fred) Juang
ICASSP | April 2018
Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation
Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang (Fred) Juang
ICASSP | April 2018
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
Improving mask learning based speech enhancement system with restoration layers and residual connection
Zhuo Chen, Yan Huang, Jinyu Li, Yifan Gong
Interspeech | August 2017
-
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
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
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
Streaming Multi-talker Speech Recognition with Joint Speaker Identification
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
Interspeech 2021 | August 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
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
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
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
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
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
Streaming end-to-end multi-talker speech recognition
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
IEEE Signal Processing Letter | April 2021, Vol 28
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
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
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
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
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
Serialized Output Training for End-to-End Overlapped Speech Recognition
Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
Interspeech 2020 | October 2020
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
Single-Channel Speech Extraction Using Speaker Inventory and Attention Network
Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, Jasha Droppo, Yifan Gong
ICASSP 2019 | April 2019
Low-Latency Speaker-Independent Continuous Speech Separation
Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
ICASSP 2019 | April 2019
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
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
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
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
Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition
Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Fil Alleva
ICASSP 2018 | April 2018
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
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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
Publications by Type
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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, Vol 16(6): pp. 1505-1518
Streaming end-to-end multi-talker speech recognition
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
IEEE Signal Processing Letter | April 2021, Vol 28
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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
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
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
Streaming Multi-talker Speech Recognition with Joint Speaker Identification
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
Interspeech 2021 | August 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
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
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
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
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
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
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
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
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
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
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
Serialized Output Training for End-to-End Overlapped Speech Recognition
Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka
Interspeech 2020 | October 2020
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
Adversarial Speaker Verification
Zhong Meng, Yong Zhao, Jinyu Li, Yifan Gong
ICASSP | May 2019
Adversarial Speaker Adaptation
Zhong Meng, Jinyu Li, Yifan Gong
ICASSP | May 2019
Attentive Adversarial Learning for Domain-Invariant Training
Zhong Meng, Jinyu Li, Yifan Gong
ICASSP | May 2019
Conditional Teacher-Student Learning
Zhong Meng, Jinyu Li, Yong Zhao, Yifan Gong
ICASSP | May 2019
Single-Channel Speech Extraction Using Speaker Inventory and Attention Network
Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, Jasha Droppo, Yifan Gong
ICASSP 2019 | April 2019
Low-Latency Speaker-Independent Continuous Speech Separation
Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis
ICASSP 2019 | April 2019
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
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
Adversarial Feature-Mapping for Speech Enhancement
Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
Interspeech 2018 | September 2018
Cycle-Consistent Speech Enhancement
Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
Interspeech 2018 | September 2018
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
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
Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition
Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Fil Alleva
ICASSP 2018 | April 2018
Speaker-Invariant Training via Adversarial Learning
Zhong Meng, Jinyu Li, Zhuo Chen, Yong Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang (Fred) Juang
ICASSP | April 2018
Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation
Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang (Fred) Juang
ICASSP | April 2018
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
Improving mask learning based speech enhancement system with restoration layers and residual connection
Zhuo Chen, Yan Huang, Jinyu Li, Yifan Gong
Interspeech | August 2017
People
Sarangarajan Parthasarathy
Principal Scientist
Yan Huang
Principal Applied Scientist
Yifan Gong
Principal Science Manager
Michael Levit
Principal Applied Scientist
Jinyu Li
Partner Applied Science Manager