Noise Robust Speech Recognition

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