Session-level Language Modeling for Conversational Speech
Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
Proceedings EMNLP | November 2018
Publications
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The Microsoft 2017 Conversational Speech Recognition System
Wayne Xiong, Lingfeng Wu, Jasha Droppo, Xuedong Huang, Andreas Stolcke
Proc. IEEE ICASSP | April 2018
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Achieving Human Parity in Conversational Speech Recognition using CNTK and a GPU Farm
Andreas Stolcke, Frank Seide
GPU Technology Conference | March 2018
GPU Technology Conference
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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, Vol 25: pp. 2410-2423
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Comparing Human and Machine Errors in Conversational Speech Transcription
Andreas Stolcke, Jasha Droppo
Proc. Interspeech | August 2017
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The Microsoft 2017 Conversational Speech Recognition System [Technical Report]
Wayne Xiong, Lingfeng Wu, Fil Alleva, Jasha Droppo, Xuedong Huang, Andreas Stolcke
MSR-TR-2017-39 | August 2017
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Humans versus machines: the case of conversational speech recognition
Andreas Stolcke
July 2017
Invited talk, Afeka Conference for Speech Processing, Tel Aviv
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Advances in All-Neural Speech Recognition
Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
Proc. IEEE ICASSP | March 2017
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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
-
Achieving Human Parity in Conversational Speech Recognition
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
MSR-TR-2016-71 (revised) | February 2017
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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
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Deep Convolutional Neural Networks with Layer-wise Context Expansion and Attention
Dong Yu, Wayne Xiong, Jasha Droppo, Andreas Stolcke, Guoli Ye, Jinyu Li, Geoffrey Zweig
Proc. Interspeech | September 2016
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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
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1-Bit Stochastic Gradient Descent and Application to Data-Parallel Distributed Training of Speech DNNs
Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
Interspeech 2014 | September 2014
Interspeech 2014
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On Parallelizability of Stochastic Gradient Descent for Speech DNNs
Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
ICASSP | May 2014
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Session-level Language Modeling for Conversational Speech
Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
Proceedings EMNLP | November 2018
-
The Microsoft 2017 Conversational Speech Recognition System
Wayne Xiong, Lingfeng Wu, Jasha Droppo, Xuedong Huang, Andreas Stolcke
Proc. IEEE ICASSP | April 2018
-
Achieving Human Parity in Conversational Speech Recognition using CNTK and a GPU Farm
Andreas Stolcke, Frank Seide
GPU Technology Conference | March 2018
GPU Technology Conference
-
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, Vol 25: pp. 2410-2423
-
The Microsoft 2017 Conversational Speech Recognition System [Technical Report]
Wayne Xiong, Lingfeng Wu, Fil Alleva, Jasha Droppo, Xuedong Huang, Andreas Stolcke
MSR-TR-2017-39 | August 2017
-
Comparing Human and Machine Errors in Conversational Speech Transcription
Andreas Stolcke, Jasha Droppo
Proc. Interspeech | August 2017
-
Humans versus machines: the case of conversational speech recognition
Andreas Stolcke
July 2017
Invited talk, Afeka Conference for Speech Processing, Tel Aviv
-
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
-
Advances in All-Neural Speech Recognition
Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
Proc. IEEE ICASSP | March 2017
-
Achieving Human Parity in Conversational Speech Recognition
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
MSR-TR-2016-71 (revised) | February 2017
-
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
-
Deep Convolutional Neural Networks with Layer-wise Context Expansion and Attention
Dong Yu, Wayne Xiong, Jasha Droppo, Andreas Stolcke, Guoli Ye, Jinyu Li, Geoffrey Zweig
Proc. Interspeech | September 2016
-
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
-
1-Bit Stochastic Gradient Descent and Application to Data-Parallel Distributed Training of Speech DNNs
Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
Interspeech 2014 | September 2014
Interspeech 2014
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-
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On Parallelizability of Stochastic Gradient Descent for Speech DNNs
Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
ICASSP | May 2014
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On Parallelizability of Stochastic Gradient Descent for Speech DNNs
Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
ICASSP | May 2014
-
-
-
Session-level Language Modeling for Conversational Speech
Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
Proceedings EMNLP | November 2018
-
The Microsoft 2017 Conversational Speech Recognition System
Wayne Xiong, Lingfeng Wu, Jasha Droppo, Xuedong Huang, Andreas Stolcke
Proc. IEEE ICASSP | April 2018
-
Achieving Human Parity in Conversational Speech Recognition using CNTK and a GPU Farm
Andreas Stolcke, Frank Seide
GPU Technology Conference | March 2018
GPU Technology Conference
-
Comparing Human and Machine Errors in Conversational Speech Transcription
Andreas Stolcke, Jasha Droppo
Proc. Interspeech | August 2017
-
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
-
Advances in All-Neural Speech Recognition
Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
Proc. IEEE ICASSP | March 2017
-
Deep Convolutional Neural Networks with Layer-wise Context Expansion and Attention
Dong Yu, Wayne Xiong, Jasha Droppo, Andreas Stolcke, Guoli Ye, Jinyu Li, Geoffrey Zweig
Proc. Interspeech | September 2016
-
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
-
1-Bit Stochastic Gradient Descent and Application to Data-Parallel Distributed Training of Speech DNNs
Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
Interspeech 2014 | September 2014
Interspeech 2014
-
On Parallelizability of Stochastic Gradient Descent for Speech DNNs
Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
ICASSP | May 2014
-
-
-
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, Vol 25: pp. 2410-2423
-
-
-
The Microsoft 2017 Conversational Speech Recognition System [Technical Report]
Wayne Xiong, Lingfeng Wu, Fil Alleva, Jasha Droppo, Xuedong Huang, Andreas Stolcke
MSR-TR-2017-39 | August 2017
-
Achieving Human Parity in Conversational Speech Recognition
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
MSR-TR-2016-71 (revised) | February 2017
-
-
-
Humans versus machines: the case of conversational speech recognition
Andreas Stolcke
July 2017
Invited talk, Afeka Conference for Speech Processing, Tel Aviv
-
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
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Personne
Wayne Xiong
Partner, Head of Microsoft Language AI