Human Parity in Speech Recognition

설립: December 1, 2015

출판물

자료 보기:

- Session-level Language Modeling for Conversational Speech
  
  Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
  
  Proceedings EMNLP | November 2018
  
  Publication 프로젝트
- The Microsoft 2017 Conversational Speech Recognition System
  
  Wayne Xiong, Lingfeng Wu, Jasha Droppo, Xuedong Huang, Andreas Stolcke
  
  Proc. IEEE ICASSP | April 2018
  
  출판
- 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
  
  출판
- 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, 제 25 권: pp. 2410-2423
  
  Publication DOI
- Comparing Human and Machine Errors in Conversational Speech Transcription
  
  Andreas Stolcke, Jasha Droppo
  
  Proc. Interspeech | August 2017
  
  출판
- 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
  
  출판
- Humans versus machines: the case of conversational speech recognition
  
  Andreas Stolcke
  
  July 2017
  
  Invited talk, Afeka Conference for Speech Processing, Tel Aviv
  
  출판
- Advances in All-Neural Speech Recognition
  
  Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
  
  Proc. IEEE ICASSP | March 2017
  
  출판
- 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
  
  출판
- 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
  
  출판 출판
- 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
  
  출판
- 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
  
  출판 출판
- 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
  
  출판
- 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
  
  출판
- On Parallelizability of Stochastic Gradient Descent for Speech DNNs
  
  Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
  
  ICASSP | May 2014
  
  출판

- Session-level Language Modeling for Conversational Speech
  
  Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
  
  Proceedings EMNLP | November 2018
  
  Publication 프로젝트
- The Microsoft 2017 Conversational Speech Recognition System
  
  Wayne Xiong, Lingfeng Wu, Jasha Droppo, Xuedong Huang, Andreas Stolcke
  
  Proc. IEEE ICASSP | April 2018
  
  출판
- 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
  
  출판
- 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, 제 25 권: pp. 2410-2423
  
  Publication DOI
- 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
  
  출판
- Comparing Human and Machine Errors in Conversational Speech Transcription
  
  Andreas Stolcke, Jasha Droppo
  
  Proc. Interspeech | August 2017
  
  출판
- Humans versus machines: the case of conversational speech recognition
  
  Andreas Stolcke
  
  July 2017
  
  Invited talk, Afeka Conference for Speech Processing, Tel Aviv
  
  출판
- 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
  
  출판
- Advances in All-Neural Speech Recognition
  
  Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
  
  Proc. IEEE ICASSP | March 2017
  
  출판
- 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
  
  출판 출판
- 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
  
  출판
- 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
  
  출판 출판
- 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
  
  출판
- 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
  
  출판
- On Parallelizability of Stochastic Gradient Descent for Speech DNNs
  
  Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
  
  ICASSP | May 2014
  
  출판
- On Parallelizability of Stochastic Gradient Descent for Speech DNNs
  
  Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
  
  ICASSP | May 2014
  
  출판

- Session-level Language Modeling for Conversational Speech
  
  Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke
  
  Proceedings EMNLP | November 2018
  
  Publication 프로젝트
- The Microsoft 2017 Conversational Speech Recognition System
  
  Wayne Xiong, Lingfeng Wu, Jasha Droppo, Xuedong Huang, Andreas Stolcke
  
  Proc. IEEE ICASSP | April 2018
  
  출판
- 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
  
  출판
- Comparing Human and Machine Errors in Conversational Speech Transcription
  
  Andreas Stolcke, Jasha Droppo
  
  Proc. Interspeech | August 2017
  
  출판
- 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
  
  출판
- Advances in All-Neural Speech Recognition
  
  Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
  
  Proc. IEEE ICASSP | March 2017
  
  출판
- 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
  
  출판 출판
- 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
  
  출판
- 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
  
  출판
- On Parallelizability of Stochastic Gradient Descent for Speech DNNs
  
  Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
  
  ICASSP | May 2014
  
  출판
- 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, 제 25 권: pp. 2410-2423
  
  Publication DOI
- 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
  
  출판
- 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
  
  출판 출판
- Humans versus machines: the case of conversational speech recognition
  
  Andreas Stolcke
  
  July 2017
  
  Invited talk, Afeka Conference for Speech Processing, Tel Aviv
  
  출판
- 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
  
  출판

인원

Wayne Xiong

Partner Group Engineering Manager