Noise Robust Speech Recognition

Established: February 19, 2002

Publications

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- Speaker Verification Based Processing for Robust ASR in Co-Channel Speech Scenarios
  
  Seyed Omid Sadjadi, Larry Heck
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | January 2014
  
  Publication
- A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  IEEE Transactions on Audio, Speech and Language Processing | September 2009, Vol 17(7): pp. 1348-1360
  
  Publication Project
- Noise Adaptive Training Using a Vector Taylor Series Approach for Robust Automatic Speech Recognition
  
  Ozlem Kalinli, Mike Seltzer, Alex Acero
  
  Proceedings of International Conference on Acoustics, Speech, and Signal Processing | April 2009
  
  Proceedings of International Conference on Acoustics, Speech, and Signal Processing
  
  Publication Project
- A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Computer Speech and Language | January 2009, Vol 23: pp. 389-405
  
  Publication Project
- Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jian Wu, Yifan Gong, Alex Acero
  
  ISCSLP | December 2008
  
  Publication
- Robust speech recognition using cepstral minimum-mean-square-error noise suppressor
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, Ivan Tashev, Mike Seltzer
  
  IEEE Trans. Audio, Speech, and Language Processing | July 2008, Vol 16(5)
  
  Publication Project
- Bridging the gap: towards a unified framework for hands-free speech recognition using microphone arrays
  
  Mike Seltzer
  
  Proceedings of the Workshop on Hands-Free Speech Communication and Microphone Arrays | May 2008
  
  Proceedings of the Workshop on Hands-Free Speech Communication and Microphone Arrays
  
  Publication
- A Minimum Mean-Square-Error Noise Reduction Algorithm on Mel-Frequency Cepstra for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
  
  Proc. ICASSP | April 2008
  
  Proc. ICASSP
  
  Publication Project
- HMM Adaptation Using a Phase-Sensitive Acoustic Distortion Model for Environment-Robust Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  April 2008
  
  Publication Project
- Roles of high-fidelity acoustic modeling in robust speech recognition (invited)
  
  Li Deng
  
  Proceedings IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) | December 2007
  
  Publication Project
- Automatic Removal of Typed Keystrokes From Speech Signals
  
  Alex Acero, Mike Seltzer
  
  IEEE Signal Processing Letters | May 2007, Vol 14: pp. 363-366
  
  Publication
- Removal of Typed Keystrokes from Speech Signals
  
  Amarnag Subramanya, Mike Seltzer, Alex Acero
  
  IEEE Signal Processing Letters, Proc. of the Interspeech Conference | May 2007
  
  Publication
- High-Performance HMM Adaptation With Joint Compensation of Additive and Convolutive Distortions Via Vector Taylor Series
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Proceedings IEEE Workshop on ASRU | April 2007
  
  Proceedings IEEE Workshop on ASRU
  
  Publication Project
- Subband Likelihood-Maximizing Beamforming for Speech Recognition in Reverberant Environments
  
  Mike Seltzer, Richard M. Stern
  
  IEEE Transactions on Audio, Speech and Language Processing | November 2006, Vol 14(6): pp. 2109-2121
  
  Publication
- Use of Temporal Codes Computed from a Cochlear Model for Speech Recognition
  
  Li Deng, H. Sheikhzadeh
  
  Listening to Speech: An Auditory Perspective, 15 | Published by Lawrence Erlbaum Associates, Inc. | 2006 | Chapter 15, S. Greenberg and W. Ainsworth (eds.) Listening to Speech: An Auditory Perspective edition
  
  Publication Project
- A Bayesian Classifier for Spectrographic Mask Estimation for Missing Feature Speech Recognition
  
  Mike Seltzer
  
  Speech communication | September 2004
  
  Publication
- Automatic Speech Recognition of Co-Channel Speech: Integrated Speaker and Speech Recognition Approach
  
  Larry Heck, Mark Z. Mao
  
  Interspeech | January 2004
  
  Publication Project Project
- SPEECH PROCESSING — A Dynamic and Optimization-Oriented Approach
  
  Li Deng, Doug O'Shaughnessy
  
  Published by Marcel Dekker Inc. | June 2003
  
  Publication Publication Project
- Robustness to Telephone Handset Distortion in Speaker Recognition by Discriminative Feature Design
  
  Larry Heck, Yochai Konig, M. Kemal Sonmez, Mitch Weintraub
  
  Speech Communication | January 2000, Vol 31: pp. 181-192
  
  Publication Project Project
- Computational Models for Auditory Speech Processing
  
  Li Deng
  
  Computational Models of Speech Pattern Processing, (NATO ASI Series) | Published by Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
  
  Publication Project
- Nonlinear Discriminant Feature Extraction for Robust Text-Independent Speaker Recognition
  
  Yochai Konig, Larry Heck, Mitch Weintraub, Kemal Sonmez
  
  RLA2C | January 1998
  
  Publication Project Project

- Computational Models for Auditory Speech Processing
  
  Li Deng
  
  Computational Models of Speech Pattern Processing, (NATO ASI Series) | Published by Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
  
  Publication Project
- Speaker Verification Based Processing for Robust ASR in Co-Channel Speech Scenarios
  
  Seyed Omid Sadjadi, Larry Heck
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | January 2014
  
  Publication
- Robust speech recognition using cepstral minimum-mean-square-error noise suppressor
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, Ivan Tashev, Mike Seltzer
  
  IEEE Trans. Audio, Speech, and Language Processing | July 2008, Vol 16(5)
  
  Publication Project
- A Minimum Mean-Square-Error Noise Reduction Algorithm on Mel-Frequency Cepstra for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
  
  Proc. ICASSP | April 2008
  
  Proc. ICASSP
  
  Publication Project
- HMM Adaptation Using a Phase-Sensitive Acoustic Distortion Model for Environment-Robust Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  April 2008
  
  Publication Project
- Roles of high-fidelity acoustic modeling in robust speech recognition (invited)
  
  Li Deng
  
  Proceedings IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) | December 2007
  
  Publication Project
- Use of Temporal Codes Computed from a Cochlear Model for Speech Recognition
  
  Li Deng, H. Sheikhzadeh
  
  Listening to Speech: An Auditory Perspective, 15 | Published by Lawrence Erlbaum Associates, Inc. | 2006 | Chapter 15, S. Greenberg and W. Ainsworth (eds.) Listening to Speech: An Auditory Perspective edition
  
  Publication Project
- SPEECH PROCESSING — A Dynamic and Optimization-Oriented Approach
  
  Li Deng, Doug O'Shaughnessy
  
  Published by Marcel Dekker Inc. | June 2003
  
  Publication Publication Project
- Computational Models for Auditory Speech Processing
  
  Li Deng
  
  Computational Models of Speech Pattern Processing, (NATO ASI Series) | Published by Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
  
  Publication Project
- Speaker Verification Based Processing for Robust ASR in Co-Channel Speech Scenarios
  
  Seyed Omid Sadjadi, Larry Heck
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | January 2014
  
  Publication
- Noise Adaptive Training Using a Vector Taylor Series Approach for Robust Automatic Speech Recognition
  
  Ozlem Kalinli, Mike Seltzer, Alex Acero
  
  Proceedings of International Conference on Acoustics, Speech, and Signal Processing | April 2009
  
  Proceedings of International Conference on Acoustics, Speech, and Signal Processing
  
  Publication Project
- A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Computer Speech and Language | January 2009, Vol 23: pp. 389-405
  
  Publication Project
- Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jian Wu, Yifan Gong, Alex Acero
  
  ISCSLP | December 2008
  
  Publication
- Robust speech recognition using cepstral minimum-mean-square-error noise suppressor
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, Ivan Tashev, Mike Seltzer
  
  IEEE Trans. Audio, Speech, and Language Processing | July 2008, Vol 16(5)
  
  Publication Project
- High-Performance HMM Adaptation With Joint Compensation of Additive and Convolutive Distortions Via Vector Taylor Series
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Proceedings IEEE Workshop on ASRU | April 2007
  
  Proceedings IEEE Workshop on ASRU
  
  Publication Project
- Use of Temporal Codes Computed from a Cochlear Model for Speech Recognition
  
  Li Deng, H. Sheikhzadeh
  
  Listening to Speech: An Auditory Perspective, 15 | Published by Lawrence Erlbaum Associates, Inc. | 2006 | Chapter 15, S. Greenberg and W. Ainsworth (eds.) Listening to Speech: An Auditory Perspective edition
  
  Publication Project
- SPEECH PROCESSING — A Dynamic and Optimization-Oriented Approach
  
  Li Deng, Doug O'Shaughnessy
  
  Published by Marcel Dekker Inc. | June 2003
  
  Publication Publication Project
- Robustness to Telephone Handset Distortion in Speaker Recognition by Discriminative Feature Design
  
  Larry Heck, Yochai Konig, M. Kemal Sonmez, Mitch Weintraub
  
  Speech Communication | January 2000, Vol 31: pp. 181-192
  
  Publication Project Project
- Computational Models for Auditory Speech Processing
  
  Li Deng
  
  Computational Models of Speech Pattern Processing, (NATO ASI Series) | Published by Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
  
  Publication Project
- Nonlinear Discriminant Feature Extraction for Robust Text-Independent Speaker Recognition
  
  Yochai Konig, Larry Heck, Mitch Weintraub, Kemal Sonmez
  
  RLA2C | January 1998
  
  Publication Project Project
- Speaker Verification Based Processing for Robust ASR in Co-Channel Speech Scenarios
  
  Seyed Omid Sadjadi, Larry Heck
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | January 2014
  
  Publication
- A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  IEEE Transactions on Audio, Speech and Language Processing | September 2009, Vol 17(7): pp. 1348-1360
  
  Publication Project
- A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Computer Speech and Language | January 2009, Vol 23: pp. 389-405
  
  Publication Project
- Robust speech recognition using cepstral minimum-mean-square-error noise suppressor
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, Ivan Tashev, Mike Seltzer
  
  IEEE Trans. Audio, Speech, and Language Processing | July 2008, Vol 16(5)
  
  Publication Project
- Bridging the gap: towards a unified framework for hands-free speech recognition using microphone arrays
  
  Mike Seltzer
  
  Proceedings of the Workshop on Hands-Free Speech Communication and Microphone Arrays | May 2008
  
  Proceedings of the Workshop on Hands-Free Speech Communication and Microphone Arrays
  
  Publication
- A Minimum Mean-Square-Error Noise Reduction Algorithm on Mel-Frequency Cepstra for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
  
  Proc. ICASSP | April 2008
  
  Proc. ICASSP
  
  Publication Project
- HMM Adaptation Using a Phase-Sensitive Acoustic Distortion Model for Environment-Robust Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  April 2008
  
  Publication Project
- Roles of high-fidelity acoustic modeling in robust speech recognition (invited)
  
  Li Deng
  
  Proceedings IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) | December 2007
  
  Publication Project
- Removal of Typed Keystrokes from Speech Signals
  
  Amarnag Subramanya, Mike Seltzer, Alex Acero
  
  IEEE Signal Processing Letters, Proc. of the Interspeech Conference | May 2007
  
  Publication
- Automatic Removal of Typed Keystrokes From Speech Signals
  
  Alex Acero, Mike Seltzer
  
  IEEE Signal Processing Letters | May 2007, Vol 14: pp. 363-366
  
  Publication
- Subband Likelihood-Maximizing Beamforming for Speech Recognition in Reverberant Environments
  
  Mike Seltzer, Richard M. Stern
  
  IEEE Transactions on Audio, Speech and Language Processing | November 2006, Vol 14(6): pp. 2109-2121
  
  Publication
- Use of Temporal Codes Computed from a Cochlear Model for Speech Recognition
  
  Li Deng, H. Sheikhzadeh
  
  Listening to Speech: An Auditory Perspective, 15 | Published by Lawrence Erlbaum Associates, Inc. | 2006 | Chapter 15, S. Greenberg and W. Ainsworth (eds.) Listening to Speech: An Auditory Perspective edition
  
  Publication Project
- A Bayesian Classifier for Spectrographic Mask Estimation for Missing Feature Speech Recognition
  
  Mike Seltzer
  
  Speech communication | September 2004
  
  Publication
- Automatic Speech Recognition of Co-Channel Speech: Integrated Speaker and Speech Recognition Approach
  
  Larry Heck, Mark Z. Mao
  
  Interspeech | January 2004
  
  Publication Project Project
- SPEECH PROCESSING — A Dynamic and Optimization-Oriented Approach
  
  Li Deng, Doug O'Shaughnessy
  
  Published by Marcel Dekker Inc. | June 2003
  
  Publication Publication Project

- Nonlinear Discriminant Feature Extraction for Robust Text-Independent Speaker Recognition
  
  Yochai Konig, Larry Heck, Mitch Weintraub, Kemal Sonmez
  
  RLA2C | January 1998
  
  Publication Project Project
- Speaker Verification Based Processing for Robust ASR in Co-Channel Speech Scenarios
  
  Seyed Omid Sadjadi, Larry Heck
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | January 2014
  
  Publication
- Noise Adaptive Training Using a Vector Taylor Series Approach for Robust Automatic Speech Recognition
  
  Ozlem Kalinli, Mike Seltzer, Alex Acero
  
  Proceedings of International Conference on Acoustics, Speech, and Signal Processing | April 2009
  
  Proceedings of International Conference on Acoustics, Speech, and Signal Processing
  
  Publication Project
- Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jian Wu, Yifan Gong, Alex Acero
  
  ISCSLP | December 2008
  
  Publication
- Bridging the gap: towards a unified framework for hands-free speech recognition using microphone arrays
  
  Mike Seltzer
  
  Proceedings of the Workshop on Hands-Free Speech Communication and Microphone Arrays | May 2008
  
  Proceedings of the Workshop on Hands-Free Speech Communication and Microphone Arrays
  
  Publication
- A Minimum Mean-Square-Error Noise Reduction Algorithm on Mel-Frequency Cepstra for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
  
  Proc. ICASSP | April 2008
  
  Proc. ICASSP
  
  Publication Project
- HMM Adaptation Using a Phase-Sensitive Acoustic Distortion Model for Environment-Robust Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  April 2008
  
  Publication Project
- Roles of high-fidelity acoustic modeling in robust speech recognition (invited)
  
  Li Deng
  
  Proceedings IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) | December 2007
  
  Publication Project
- Removal of Typed Keystrokes from Speech Signals
  
  Amarnag Subramanya, Mike Seltzer, Alex Acero
  
  IEEE Signal Processing Letters, Proc. of the Interspeech Conference | May 2007
  
  Publication
- High-Performance HMM Adaptation With Joint Compensation of Additive and Convolutive Distortions Via Vector Taylor Series
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Proceedings IEEE Workshop on ASRU | April 2007
  
  Proceedings IEEE Workshop on ASRU
  
  Publication Project
- A Bayesian Classifier for Spectrographic Mask Estimation for Missing Feature Speech Recognition
  
  Mike Seltzer
  
  Speech communication | September 2004
  
  Publication
- Automatic Speech Recognition of Co-Channel Speech: Integrated Speaker and Speech Recognition Approach
  
  Larry Heck, Mark Z. Mao
  
  Interspeech | January 2004
  
  Publication Project Project
- Robustness to Telephone Handset Distortion in Speaker Recognition by Discriminative Feature Design
  
  Larry Heck, Yochai Konig, M. Kemal Sonmez, Mitch Weintraub
  
  Speech Communication | January 2000, Vol 31: pp. 181-192
  
  Publication Project Project
- A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  IEEE Transactions on Audio, Speech and Language Processing | September 2009, Vol 17(7): pp. 1348-1360
  
  Publication Project
- A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Computer Speech and Language | January 2009, Vol 23: pp. 389-405
  
  Publication Project
- Robust speech recognition using cepstral minimum-mean-square-error noise suppressor
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, Ivan Tashev, Mike Seltzer
  
  IEEE Trans. Audio, Speech, and Language Processing | July 2008, Vol 16(5)
  
  Publication Project
- Automatic Removal of Typed Keystrokes From Speech Signals
  
  Alex Acero, Mike Seltzer
  
  IEEE Signal Processing Letters | May 2007, Vol 14: pp. 363-366
  
  Publication
- Subband Likelihood-Maximizing Beamforming for Speech Recognition in Reverberant Environments
  
  Mike Seltzer, Richard M. Stern
  
  IEEE Transactions on Audio, Speech and Language Processing | November 2006, Vol 14(6): pp. 2109-2121
  
  Publication
- Computational Models for Auditory Speech Processing
  
  Li Deng
  
  Computational Models of Speech Pattern Processing, (NATO ASI Series) | Published by Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
  
  Publication Project
- Use of Temporal Codes Computed from a Cochlear Model for Speech Recognition
  
  Li Deng, H. Sheikhzadeh
  
  Listening to Speech: An Auditory Perspective, 15 | Published by Lawrence Erlbaum Associates, Inc. | 2006 | Chapter 15, S. Greenberg and W. Ainsworth (eds.) Listening to Speech: An Auditory Perspective edition
  
  Publication Project
- SPEECH PROCESSING — A Dynamic and Optimization-Oriented Approach
  
  Li Deng, Doug O'Shaughnessy
  
  Published by Marcel Dekker Inc. | June 2003
  
  Publication Publication Project

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Ivan Tashev

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