Pitch-Gesture Modeling Using Subband Autocorrelation Change Detection
Malcolm Slaney, Elizabeth Shriberg, Jui-Ting Huang
Proceedings of Interspeech 2013 | August 2013
Proceedings of Interspeech 2013
论文与出版物
按年份分类的论文与出版物
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-
Context-Dependent Pre-trained Deep Neural Networks for Large Vocabulary Speech Recognition
Li Deng, Alex Acero, George Dahl, Dong Yu
IEEE Transactions on Audio, Speech, and Language Processing | January 2012
IEEE SPS 2013 best paper award
-
Conversational Speech Transcription Using Context-Dependent Deep Neural Networks
Frank Seide, Gang Li, Dong Yu
Interspeech 2011 | August 2011
Interspeech 2011
Large Vocabulary Continuous Speech Recognition With Context-Dependent DBN-HMMS
George Dahl, Dong Yu, Li Deng, Alex Acero
Proc. ICASSP, Prague | May 2011
Proc. ICASSP, Prague
Deep Learning and Its Applications to Signal and Information Processing
Dong Yu, Li Deng
IEEE Signal Processing Magazine | January 2011
-
Roles of Pre-Training and Fine-Tuning in Context-Dependent DBN-HMMs for Real-World Speech Recognition
Dong Yu, Li Deng, George E. Dahl
NIPS 2010 workshop on Deep Learning and Unsupervised Feature Learning | December 2010
-
Learning in the Deep-Structured Conditional Random Fields
Dong Yu, Li Deng, Shizhen Wang
NIPS 2009 Workshop on Deep Learning for Speech Recognition and Related Applications | December 2009
Using continuous features in the maximum entropy model
Li Deng, Alex Acero, Dong Yu
Pattern Recognition Letters | October 2009, 第 30 卷(8): pp. 1295-1300
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, 第 17 卷(7): pp. 1348-1360
Hidden Conditional Random Field with Distribution Constraints for Phone Classification
Alex Acero, Li Deng, Dong Yu
Interspeech 2009 | September 2009
Interspeech 2009
Solving Nonlinear Estimation Problems Using Splines
Dong Yu, Li Deng
IEEE Signal Processing Magazine | July 2009, 第 26 卷(4): pp. 86-90
A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR
Hui Lin, Li Deng, Chi-Hui Lee, Dong Yu, Alex Acero, Yifan Gong
Proceedings of the ICASSP | April 2009
Cross-lingual speech recognition under run-time resource constraints
Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
Proceedings of the ICASSP | April 2009
Discriminative pronunciation learning using phonetic decoder and minimum classification error criterion
Oriol Vinyals, Li Deng, Dong Yu, Alex Acero
Proceedings of the ICASSP | April 2009
Experimenting with a Global Decision Tree for State Clustering in Automatic Speech Recognition Systems
Jasha Droppo, Alex Acero
ICASSP 2009 | April 2009
ICASSP 2009
Maximizing global entry reduction for active learning in speech recognition
Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
Proceeding of the ICASSP, Proceedings of the ICASSP | April 2009
Proceedings of the ICASSP
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
Using collective information in semi-supervised learning for speech recognition
Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
Proceedings of the ICASSP | April 2009
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, 第 23 卷: pp. 389-405
Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion
Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing | January 2009
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Learning Methods in Multilingual Speech Recognition
Hui Lin, Li Deng, Jasha Droppo, Dong Yu, Alex Acero
2008 NIPS Workshop, Whistler, BC, Canada, NIPS Workshop, Whistler, BC, Canada | December 2008
The Maximum Entropy Model with Continuous Features
Dong Yu, Li Deng, Alex Acero
2008 NIPS Workshop, Whistler, BC, Canada, NIPS Workshop, Whistler, BC, Canada | December 2008
Discriminative Learning for Speech Recognition: Theory and Practice
Li Deng, Xiaodong He
Published by Morgan & Claypool | October 2008
论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物
Large-Margin Minimum Classification Error Training: A Theoretical Risk Minimization Perspective
Dong Yu, Li Deng, Xiaodong He, Alex Acero
Computer Speech and Language | October 2008, 第 22 卷: pp. 415-429
Automatic Children’s Reading Tutor on Hand-Held Devices
Xiaolong(Shiao-Long) Li, Li Deng, Y. C. Ju, Alex Acero
Proceedings of InterSpeech 2008 | September 2008
Brisbane, Australia
Discriminative Learning in Sequential Pattern Recognition
Xiaodong He, Li Deng, Wu Chou
IEEE Signal Processing Magazine | September 2008, 第 25 卷: pp. 14-36
Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition
Li Deng, Yifan Gong, Alex Acero, Dong Yu
Proceedings of the Interspeech | September 2008
Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition
Dong Yu, Li Deng, Yifan Gong, Alex Acero
Proc. of the Interspeech | September 2008
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, 第 16 卷(5)
A Convex Optimization Method for Joint Mean and Variance Parameter Estimation of Large-Margin CDHMM
Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, Chong-Yung Chi
Proceedings of the ICASSP | April 2008
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
Adaptation of Compressed HMM Parameters for Resource-Constrained Speech Recognition
Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero
April 2008
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
An Empirical Study of Automatic Accent Classification
Geoffrey Zweig, Patrick Nguyen
In Proceedings of ICASSP | January 2008
In Proceedings of ICASSP
An Integrative and Discriminative Technique for Spoken Utterance Classification
Ye-Yi Wang, S. Yaman, Li Deng, Dong Yu, Alex Acero, Sibel Yaman
IEEE Trans. Audio, Speech, and Language Processing | January 2008, 第 16 卷: pp. 1207-1214
Confidence Estimation, OOV Detection and Language ID Using Phone-to-Word Transduction and Phone-Level Alignments
Chris White, Geoffrey Zweig
In Proceedings of ICASSP | January 2008
Empirical Properties of Multilingual Phone-to-Word Transduction
Geoffrey Zweig
In Proceedings of ICASSP | January 2008
In Proceedings of ICASSP
Speech-Centric Multimodal User Interface Design in Mobile Technology
Dong Yu, Li Deng
Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology | 作者：IGI Global | 2008 | Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology edition
-
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
Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition (invited)
Dong Yu, Li Deng
Proc. IEEE Intern. Conf. Semantic Computing, Irvine, CA | September 2007
Proc. IEEE Intern. Conf. Semantic Computing, Irvine, CA
A Structured Speech Model Parameterized by Recursive Dynamics and Neural Networks
Roberto Togneri, Li Deng
Proc. Interspeech, Antwerp, Belgium | August 2007
Handling Phonetic Context and Speaker Variation in a Structure-Based Speech Recognizer
Dong Yu, Li Deng
Proc. Interspeech | August 2007
Phone-Discriminating Minimum Classification Error (P-MCE) Training for Phonetic Recognition
Qiang Fu, Xiaodong He, Li Deng
Proc. Interspeech | August 2007
Structure-Based and Template-Based Automatic Speech Recognition “” Comparing parametric and non-parametric approaches
Li Deng, H. Strik
Proc. Interspeech | August 2007
A Discriminative Training Framework Using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification
Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero
Proc. of the International Conference on Acoustics, Speech and Signal Processing | April 2007
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
Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks
Dong Yu, Li Deng, Xiaodong He, Alex Acero
Proceedings of the ICASSP, Honolulu, Hawaii | April 2007
Proceedings of the ICASSP, Honolulu, Hawaii
Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition
Li Deng, Dong Yu
Proceedings of the ICASSP, Honolulu, Hawaii | April 2007
Proceedings of the ICASSP, Honolulu, Hawaii
A New Look at Discriminative Learning for Hidden Markov Models
Xiaodong He, Li Deng
Pattern Recognition Letters | January 2007, 第 28 卷: pp. 1285-1294
Adaptive Kalman Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model
Li Deng, Leo Lee, Hagai Attias, Alex Acero
IEEE Transactions on Audio, Speech and Language Processing | January 2007, 第 15 卷: pp. 13-23
Speaker-Adaptive Learning of Resonance Targets In A Hidden Trajectory Model of Speech Coarticulation
Dong Yu, Li Deng, Alex Acero
Computer Speech and Language | January 2007, 第 27 卷: pp. 72-87
Speech Analysis: The Production-Perception Perspective
Li Deng, Jianwu Dang
Advances in Chinese Spoken Language Processing, Speech Analysis: The Production-Perception Perspective, Chapter 1 | 作者：World Scientific Publishing | 2007
Training Wideband Acoustic Models Using Mixed-Bandwidth Training Data for Speech Recognition
Alex Acero, Mike Seltzer
Trans. on Audio, Speech and Language Processing | January 2007, 第 15 卷(1): pp. 235-245
-
Dynamic Speech Models – Theory, Algorithm, and Application (Book Review)
Li Deng
IEEE Trans. Neural Networks | December 2006
A Database of Vocal Tract Resonance Trajectories for Research in Speech Processing
Li Deng, Xiaoyuan Cui, Robert Pruvenok, Jonathan Huang, Safiyy Momen, Yi Ning Chen, Abeer Alwan
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | May 2006
A State-space Model with Neural-Network Prediction for Recovering Vocal Tract Resonances in Fluent Speech from Mel-cepstral Coefficients
Roberto Togneri, Li Deng
Speech Communication | January 2006, 第 48 卷: pp. 971-988
Use of Temporal Codes Computed from a Cochlear Model for Speech Recognition
Li Deng, H. Sheikhzadeh
Listening to Speech: An Auditory Perspective, 15 | 作者：Lawrence Erlbaum Associates, Inc. | 2006 | Chapter 15, S. Greenberg and W. Ainsworth (eds.) Listening to Speech: An Auditory Perspective edition
-
A Generative Modeling Framework for Structured Hidden Speech Dynamics
Li Deng, Dong Yu, Alex Acero
NIPS Workshop on Advances in Structured Learning for Text and Speech Processing | December 2005
An EM Algorithm for Training Wideband Acoustic Models from Mixed-Bandwidth Training Data
Mike Seltzer, Alex Acero
Proc. of the IEEE Workshop on Automatic Speech Recognition and Understanding | December 2005
A Long-Contextual-Span Model of Resonance Dynamics for Speech Recognition: Parameter Learning and Recognizer Evaluation
Li Deng, Dong Yu, Xiaolong(Shiao-Long) Li, Alex Acero
Proceedings of IEEE Workshop on Automatic Speech Recognition and Understanding | November 2005
Proceedings of IEEE Workshop on Automatic Speech Recognition and Understanding
Multi-Sensory Speech Processing: Incorporating Automatically Extracted Hidden Dynamic Information
Amarnag Subramanya, Li Deng, Zicheng Liu, Zheng Zhang
Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), Amsterdam | July 2005
Training Wideband Acoustic Models using Mixed-Bandwidth Training Data via Feature Bandwidth Extension
Alex Acero, Mike Seltzer
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | March 2005
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing
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Automatic Speech Recognition of Co-Channel Speech: Integrated Speaker and Speech Recognition Approach
Larry Heck, Mark Z. Mao
Interspeech | January 2004
Multi-Sensory Microphones for Robust Speech Detection, Enhancement, and Recognition
Zhengyou Zhang, Zicheng Liu, Mike Sinclair, Alex Acero, Li Deng, Jasha Droppo, Xuedong Huang, Yanli Zheng
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Montreal, Canada, May 2004 | January 2004
The Analysis and Representation of Speech
A. Avendano, Li Deng, H. Hermansky, B. Gold
Speech Processing in the Auditory System, Chapter 2; S. Greenberg, W. Ainsworth, A. Popper, and R. Fay (eds.) | 作者：Springer Verlag | 2004
ISBN: 978-0-387-00590-4
-
SPEECH PROCESSING — A Dynamic and Optimization-Oriented Approach
Li Deng, Doug O'Shaughnessy
Published by Marcel Dekker Inc. | June 2003
Switching Dynamic System Models for Speech Articulation and Acoustics
Li Deng
Mathematical Foundations of Speech and Language Processing, M. Johnson, M. Ostendorf, S. Khudanpur, and R. Rosenfeld (eds.) | 作者：Springer Verlag | 2003, Vol 138
Time Domain Computation of a Nonlinear Nonlocal Cochlear Model with Applications to Multitone Interactions in Hearing
Li Deng
Communications in Mathematical Sciences | January 2003, 第 1 卷(2): pp. 211-227
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A New Approach to Speech Enhancement by A Microphone Array Using EM and Mixture Models
Hagai Attias, Li Deng
Proceedings of the International Conference on Spoken Language Processing, Denver CO, September 2002 | January 2002
Proceedings of the International Conference on Spoken Language Processing, Denver CO, September 2002
-
A Functional Articulatory Dynamic Model for Speech Production
Leo J. Lee, Li Deng
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | May 2001
Learning Dynamic Noise Models from Noisy Speech for Robust Speech Recognition
B. Frey, T. Kristjansson, Li Deng, Alex Acero
Advances in Neural Information Processing Systems (NIPS), Vol. 14, Vancouver, Canada, 2001, pp. 101-108 | January 2001
Parameter Estimation of A Target-Directed Dynamic System Model With Switching States
Roberto Togneri, Jeff Ma, Li Deng
Signal Processing | January 2001, 第 81 卷(5): pp. 975-987
-
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, 第 31 卷: pp. 181-192
-
Articulatory Features and Associated Production Models in Statistical Speech Recognition
Li Deng
Computational Models of Speech Pattern Processing, (NATO ASI Series) | 作者：Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
Computational Models for Auditory Speech Processing
Li Deng
Computational Models of Speech Pattern Processing, (NATO ASI Series) | 作者：Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
-
Discriminative Training of Minimum Cost Speaker Verification Systems
Larry Heck, Yochai Konig
RLA2C | January 1998
Nonlinear Discriminant Feature Extraction for Robust Text-Independent Speaker Recognition
Yochai Konig, Larry Heck, Mitch Weintraub, Kemal Sonmez
RLA2C | January 1998
按研究领域分类的论文与出版物
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Parameter Estimation of A Target-Directed Dynamic System Model With Switching States
Roberto Togneri, Jeff Ma, Li Deng
Signal Processing | January 2001, 第 81 卷(5): pp. 975-987
Learning Dynamic Noise Models from Noisy Speech for Robust Speech Recognition
B. Frey, T. Kristjansson, Li Deng, Alex Acero
Advances in Neural Information Processing Systems (NIPS), Vol. 14, Vancouver, Canada, 2001, pp. 101-108 | January 2001
Articulatory Features and Associated Production Models in Statistical Speech Recognition
Li Deng
Computational Models of Speech Pattern Processing, (NATO ASI Series) | 作者：Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
Computational Models for Auditory Speech Processing
Li Deng
Computational Models of Speech Pattern Processing, (NATO ASI Series) | 作者：Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
Context-Dependent Pre-trained Deep Neural Networks for Large Vocabulary Speech Recognition
Li Deng, Alex Acero, George Dahl, Dong Yu
IEEE Transactions on Audio, Speech, and Language Processing | January 2012
IEEE SPS 2013 best paper award
Large Vocabulary Continuous Speech Recognition With Context-Dependent DBN-HMMS
George Dahl, Dong Yu, Li Deng, Alex Acero
Proc. ICASSP, Prague | May 2011
Proc. ICASSP, Prague
Roles of Pre-Training and Fine-Tuning in Context-Dependent DBN-HMMs for Real-World Speech Recognition
Dong Yu, Li Deng, George E. Dahl
NIPS 2010 workshop on Deep Learning and Unsupervised Feature Learning | December 2010
Learning in the Deep-Structured Conditional Random Fields
Dong Yu, Li Deng, Shizhen Wang
NIPS 2009 Workshop on Deep Learning for Speech Recognition and Related Applications | December 2009
Hidden Conditional Random Field with Distribution Constraints for Phone Classification
Alex Acero, Li Deng, Dong Yu
Interspeech 2009 | September 2009
Interspeech 2009
Solving Nonlinear Estimation Problems Using Splines
Dong Yu, Li Deng
IEEE Signal Processing Magazine | July 2009, 第 26 卷(4): pp. 86-90
Using collective information in semi-supervised learning for speech recognition
Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
Proceedings of the ICASSP | April 2009
Maximizing global entry reduction for active learning in speech recognition
Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
Proceeding of the ICASSP, Proceedings of the ICASSP | April 2009
Proceedings of the ICASSP
Cross-lingual speech recognition under run-time resource constraints
Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
Proceedings of the ICASSP | April 2009
Discriminative pronunciation learning using phonetic decoder and minimum classification error criterion
Oriol Vinyals, Li Deng, Dong Yu, Alex Acero
Proceedings of the ICASSP | April 2009
A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR
Hui Lin, Li Deng, Chi-Hui Lee, Dong Yu, Alex Acero, Yifan Gong
Proceedings of the ICASSP | April 2009
Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion
Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing | January 2009
The Maximum Entropy Model with Continuous Features
Dong Yu, Li Deng, Alex Acero
2008 NIPS Workshop, Whistler, BC, Canada, NIPS Workshop, Whistler, BC, Canada | December 2008
Learning Methods in Multilingual Speech Recognition
Hui Lin, Li Deng, Jasha Droppo, Dong Yu, Alex Acero
2008 NIPS Workshop, Whistler, BC, Canada, NIPS Workshop, Whistler, BC, Canada | December 2008
Discriminative Learning for Speech Recognition: Theory and Practice
Li Deng, Xiaodong He
Published by Morgan & Claypool | October 2008
论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物
Discriminative Learning in Sequential Pattern Recognition
Xiaodong He, Li Deng, Wu Chou
IEEE Signal Processing Magazine | September 2008, 第 25 卷: pp. 14-36
Automatic Children’s Reading Tutor on Hand-Held Devices
Xiaolong(Shiao-Long) Li, Li Deng, Y. C. Ju, Alex Acero
Proceedings of InterSpeech 2008 | September 2008
Brisbane, Australia
Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition
Li Deng, Yifan Gong, Alex Acero, Dong Yu
Proceedings of the Interspeech | September 2008
Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition
Dong Yu, Li Deng, Yifan Gong, Alex Acero
Proc. of the Interspeech | September 2008
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, 第 16 卷(5)
A Convex Optimization Method for Joint Mean and Variance Parameter Estimation of Large-Margin CDHMM
Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, Chong-Yung Chi
Proceedings of the ICASSP | April 2008
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
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
Adaptation of Compressed HMM Parameters for Resource-Constrained Speech Recognition
Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero
April 2008
An Integrative and Discriminative Technique for Spoken Utterance Classification
Ye-Yi Wang, S. Yaman, Li Deng, Dong Yu, Alex Acero, Sibel Yaman
IEEE Trans. Audio, Speech, and Language Processing | January 2008, 第 16 卷: pp. 1207-1214
Speech-Centric Multimodal User Interface Design in Mobile Technology
Dong Yu, Li Deng
Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology | 作者：IGI Global | 2008 | Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology edition
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
Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition (invited)
Dong Yu, Li Deng
Proc. IEEE Intern. Conf. Semantic Computing, Irvine, CA | September 2007
Proc. IEEE Intern. Conf. Semantic Computing, Irvine, CA
A Structured Speech Model Parameterized by Recursive Dynamics and Neural Networks
Roberto Togneri, Li Deng
Proc. Interspeech, Antwerp, Belgium | August 2007
Handling Phonetic Context and Speaker Variation in a Structure-Based Speech Recognizer
Dong Yu, Li Deng
Proc. Interspeech | August 2007
Structure-Based and Template-Based Automatic Speech Recognition “” Comparing parametric and non-parametric approaches
Li Deng, H. Strik
Proc. Interspeech | August 2007
Phone-Discriminating Minimum Classification Error (P-MCE) Training for Phonetic Recognition
Qiang Fu, Xiaodong He, Li Deng
Proc. Interspeech | August 2007
Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition
Li Deng, Dong Yu
Proceedings of the ICASSP, Honolulu, Hawaii | April 2007
Proceedings of the ICASSP, Honolulu, Hawaii
Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks
Dong Yu, Li Deng, Xiaodong He, Alex Acero
Proceedings of the ICASSP, Honolulu, Hawaii | April 2007
Proceedings of the ICASSP, Honolulu, Hawaii
A New Look at Discriminative Learning for Hidden Markov Models
Xiaodong He, Li Deng
Pattern Recognition Letters | January 2007, 第 28 卷: pp. 1285-1294
Adaptive Kalman Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model
Li Deng, Leo Lee, Hagai Attias, Alex Acero
IEEE Transactions on Audio, Speech and Language Processing | January 2007, 第 15 卷: pp. 13-23
Speaker-Adaptive Learning of Resonance Targets In A Hidden Trajectory Model of Speech Coarticulation
Dong Yu, Li Deng, Alex Acero
Computer Speech and Language | January 2007, 第 27 卷: pp. 72-87
Speech Analysis: The Production-Perception Perspective
Li Deng, Jianwu Dang
Advances in Chinese Spoken Language Processing, Speech Analysis: The Production-Perception Perspective, Chapter 1 | 作者：World Scientific Publishing | 2007
Dynamic Speech Models – Theory, Algorithm, and Application (Book Review)
Li Deng
IEEE Trans. Neural Networks | December 2006
A Database of Vocal Tract Resonance Trajectories for Research in Speech Processing
Li Deng, Xiaoyuan Cui, Robert Pruvenok, Jonathan Huang, Safiyy Momen, Yi Ning Chen, Abeer Alwan
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | May 2006
A State-space Model with Neural-Network Prediction for Recovering Vocal Tract Resonances in Fluent Speech from Mel-cepstral Coefficients
Roberto Togneri, Li Deng
Speech Communication | January 2006, 第 48 卷: pp. 971-988
Use of Temporal Codes Computed from a Cochlear Model for Speech Recognition
Li Deng, H. Sheikhzadeh
Listening to Speech: An Auditory Perspective, 15 | 作者：Lawrence Erlbaum Associates, Inc. | 2006 | Chapter 15, S. Greenberg and W. Ainsworth (eds.) Listening to Speech: An Auditory Perspective edition
Multi-Sensory Speech Processing: Incorporating Automatically Extracted Hidden Dynamic Information
Amarnag Subramanya, Li Deng, Zicheng Liu, Zheng Zhang
Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), Amsterdam | July 2005
The Analysis and Representation of Speech
A. Avendano, Li Deng, H. Hermansky, B. Gold
Speech Processing in the Auditory System, Chapter 2; S. Greenberg, W. Ainsworth, A. Popper, and R. Fay (eds.) | 作者：Springer Verlag | 2004
ISBN: 978-0-387-00590-4
SPEECH PROCESSING — A Dynamic and Optimization-Oriented Approach
Li Deng, Doug O'Shaughnessy
Published by Marcel Dekker Inc. | June 2003
Switching Dynamic System Models for Speech Articulation and Acoustics
Li Deng
Mathematical Foundations of Speech and Language Processing, M. Johnson, M. Ostendorf, S. Khudanpur, and R. Rosenfeld (eds.) | 作者：Springer Verlag | 2003, Vol 138
-
A Functional Articulatory Dynamic Model for Speech Production
Leo J. Lee, Li Deng
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | May 2001
Learning Dynamic Noise Models from Noisy Speech for Robust Speech Recognition
B. Frey, T. Kristjansson, Li Deng, Alex Acero
Advances in Neural Information Processing Systems (NIPS), Vol. 14, Vancouver, Canada, 2001, pp. 101-108 | January 2001
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, 第 31 卷: pp. 181-192
Articulatory Features and Associated Production Models in Statistical Speech Recognition
Li Deng
Computational Models of Speech Pattern Processing, (NATO ASI Series) | 作者：Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
Computational Models for Auditory Speech Processing
Li Deng
Computational Models of Speech Pattern Processing, (NATO ASI Series) | 作者：Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
Nonlinear Discriminant Feature Extraction for Robust Text-Independent Speaker Recognition
Yochai Konig, Larry Heck, Mitch Weintraub, Kemal Sonmez
RLA2C | January 1998
Discriminative Training of Minimum Cost Speaker Verification Systems
Larry Heck, Yochai Konig
RLA2C | January 1998
Pitch-Gesture Modeling Using Subband Autocorrelation Change Detection
Malcolm Slaney, Elizabeth Shriberg, Jui-Ting Huang
Proceedings of Interspeech 2013 | August 2013
Proceedings of Interspeech 2013
Context-Dependent Pre-trained Deep Neural Networks for Large Vocabulary Speech Recognition
Li Deng, Alex Acero, George Dahl, Dong Yu
IEEE Transactions on Audio, Speech, and Language Processing | January 2012
IEEE SPS 2013 best paper award
Conversational Speech Transcription Using Context-Dependent Deep Neural Networks
Frank Seide, Gang Li, Dong Yu
Interspeech 2011 | August 2011
Interspeech 2011
Large Vocabulary Continuous Speech Recognition With Context-Dependent DBN-HMMS
George Dahl, Dong Yu, Li Deng, Alex Acero
Proc. ICASSP, Prague | May 2011
Proc. ICASSP, Prague
Deep Learning and Its Applications to Signal and Information Processing
Dong Yu, Li Deng
IEEE Signal Processing Magazine | January 2011
Roles of Pre-Training and Fine-Tuning in Context-Dependent DBN-HMMs for Real-World Speech Recognition
Dong Yu, Li Deng, George E. Dahl
NIPS 2010 workshop on Deep Learning and Unsupervised Feature Learning | December 2010
Learning in the Deep-Structured Conditional Random Fields
Dong Yu, Li Deng, Shizhen Wang
NIPS 2009 Workshop on Deep Learning for Speech Recognition and Related Applications | December 2009
Using continuous features in the maximum entropy model
Li Deng, Alex Acero, Dong Yu
Pattern Recognition Letters | October 2009, 第 30 卷(8): pp. 1295-1300
Hidden Conditional Random Field with Distribution Constraints for Phone Classification
Alex Acero, Li Deng, Dong Yu
Interspeech 2009 | September 2009
Interspeech 2009
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, 第 17 卷(7): pp. 1348-1360
Solving Nonlinear Estimation Problems Using Splines
Dong Yu, Li Deng
IEEE Signal Processing Magazine | July 2009, 第 26 卷(4): pp. 86-90
Using collective information in semi-supervised learning for speech recognition
Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
Proceedings of the ICASSP | April 2009
Maximizing global entry reduction for active learning in speech recognition
Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
Proceeding of the ICASSP, Proceedings of the ICASSP | April 2009
Proceedings of the ICASSP
Cross-lingual speech recognition under run-time resource constraints
Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
Proceedings of the ICASSP | April 2009
Discriminative pronunciation learning using phonetic decoder and minimum classification error criterion
Oriol Vinyals, Li Deng, Dong Yu, Alex Acero
Proceedings of the ICASSP | April 2009
A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR
Hui Lin, Li Deng, Chi-Hui Lee, Dong Yu, Alex Acero, Yifan Gong
Proceedings of the ICASSP | April 2009
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, 第 23 卷: pp. 389-405
Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion
Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing | January 2009
The Maximum Entropy Model with Continuous Features
Dong Yu, Li Deng, Alex Acero
2008 NIPS Workshop, Whistler, BC, Canada, NIPS Workshop, Whistler, BC, Canada | December 2008
Learning Methods in Multilingual Speech Recognition
Hui Lin, Li Deng, Jasha Droppo, Dong Yu, Alex Acero
2008 NIPS Workshop, Whistler, BC, Canada, NIPS Workshop, Whistler, BC, Canada | December 2008
Discriminative Learning for Speech Recognition: Theory and Practice
Li Deng, Xiaodong He
Published by Morgan & Claypool | October 2008
论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物
Discriminative Learning in Sequential Pattern Recognition
Xiaodong He, Li Deng, Wu Chou
IEEE Signal Processing Magazine | September 2008, 第 25 卷: pp. 14-36
Automatic Children’s Reading Tutor on Hand-Held Devices
Xiaolong(Shiao-Long) Li, Li Deng, Y. C. Ju, Alex Acero
Proceedings of InterSpeech 2008 | September 2008
Brisbane, Australia
Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition
Li Deng, Yifan Gong, Alex Acero, Dong Yu
Proceedings of the Interspeech | September 2008
Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition
Dong Yu, Li Deng, Yifan Gong, Alex Acero
Proc. of the Interspeech | September 2008
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, 第 16 卷(5)
A Convex Optimization Method for Joint Mean and Variance Parameter Estimation of Large-Margin CDHMM
Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, Chong-Yung Chi
Proceedings of the ICASSP | April 2008
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
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
Adaptation of Compressed HMM Parameters for Resource-Constrained Speech Recognition
Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero
April 2008
An Integrative and Discriminative Technique for Spoken Utterance Classification
Ye-Yi Wang, S. Yaman, Li Deng, Dong Yu, Alex Acero, Sibel Yaman
IEEE Trans. Audio, Speech, and Language Processing | January 2008, 第 16 卷: pp. 1207-1214
Speech-Centric Multimodal User Interface Design in Mobile Technology
Dong Yu, Li Deng
Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology | 作者：IGI Global | 2008 | Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology edition
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
Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition (invited)
Dong Yu, Li Deng
Proc. IEEE Intern. Conf. Semantic Computing, Irvine, CA | September 2007
Proc. IEEE Intern. Conf. Semantic Computing, Irvine, CA
A Structured Speech Model Parameterized by Recursive Dynamics and Neural Networks
Roberto Togneri, Li Deng
Proc. Interspeech, Antwerp, Belgium | August 2007
Handling Phonetic Context and Speaker Variation in a Structure-Based Speech Recognizer
Dong Yu, Li Deng
Proc. Interspeech | August 2007
Structure-Based and Template-Based Automatic Speech Recognition “” Comparing parametric and non-parametric approaches
Li Deng, H. Strik
Proc. Interspeech | August 2007
Phone-Discriminating Minimum Classification Error (P-MCE) Training for Phonetic Recognition
Qiang Fu, Xiaodong He, Li Deng
Proc. Interspeech | August 2007
Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition
Li Deng, Dong Yu
Proceedings of the ICASSP, Honolulu, Hawaii | April 2007
Proceedings of the ICASSP, Honolulu, Hawaii
Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks
Dong Yu, Li Deng, Xiaodong He, Alex Acero
Proceedings of the ICASSP, Honolulu, Hawaii | April 2007
Proceedings of the ICASSP, Honolulu, Hawaii
Training Wideband Acoustic Models Using Mixed-Bandwidth Training Data for Speech Recognition
Alex Acero, Mike Seltzer
Trans. on Audio, Speech and Language Processing | January 2007, 第 15 卷(1): pp. 235-245
A New Look at Discriminative Learning for Hidden Markov Models
Xiaodong He, Li Deng
Pattern Recognition Letters | January 2007, 第 28 卷: pp. 1285-1294
Adaptive Kalman Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model
Li Deng, Leo Lee, Hagai Attias, Alex Acero
IEEE Transactions on Audio, Speech and Language Processing | January 2007, 第 15 卷: pp. 13-23
Speaker-Adaptive Learning of Resonance Targets In A Hidden Trajectory Model of Speech Coarticulation
Dong Yu, Li Deng, Alex Acero
Computer Speech and Language | January 2007, 第 27 卷: pp. 72-87
Speech Analysis: The Production-Perception Perspective
Li Deng, Jianwu Dang
Advances in Chinese Spoken Language Processing, Speech Analysis: The Production-Perception Perspective, Chapter 1 | 作者：World Scientific Publishing | 2007
Dynamic Speech Models – Theory, Algorithm, and Application (Book Review)
Li Deng
IEEE Trans. Neural Networks | December 2006
A Database of Vocal Tract Resonance Trajectories for Research in Speech Processing
Li Deng, Xiaoyuan Cui, Robert Pruvenok, Jonathan Huang, Safiyy Momen, Yi Ning Chen, Abeer Alwan
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | May 2006
A State-space Model with Neural-Network Prediction for Recovering Vocal Tract Resonances in Fluent Speech from Mel-cepstral Coefficients
Roberto Togneri, Li Deng
Speech Communication | January 2006, 第 48 卷: pp. 971-988
Use of Temporal Codes Computed from a Cochlear Model for Speech Recognition
Li Deng, H. Sheikhzadeh
Listening to Speech: An Auditory Perspective, 15 | 作者：Lawrence Erlbaum Associates, Inc. | 2006 | Chapter 15, S. Greenberg and W. Ainsworth (eds.) Listening to Speech: An Auditory Perspective edition
An EM Algorithm for Training Wideband Acoustic Models from Mixed-Bandwidth Training Data
Mike Seltzer, Alex Acero
Proc. of the IEEE Workshop on Automatic Speech Recognition and Understanding | December 2005
The Analysis and Representation of Speech
A. Avendano, Li Deng, H. Hermansky, B. Gold
Speech Processing in the Auditory System, Chapter 2; S. Greenberg, W. Ainsworth, A. Popper, and R. Fay (eds.) | 作者：Springer Verlag | 2004
ISBN: 978-0-387-00590-4
Automatic Speech Recognition of Co-Channel Speech: Integrated Speaker and Speech Recognition Approach
Larry Heck, Mark Z. Mao
Interspeech | January 2004
SPEECH PROCESSING — A Dynamic and Optimization-Oriented Approach
Li Deng, Doug O'Shaughnessy
Published by Marcel Dekker Inc. | June 2003
Switching Dynamic System Models for Speech Articulation and Acoustics
Li Deng
Mathematical Foundations of Speech and Language Processing, M. Johnson, M. Ostendorf, S. Khudanpur, and R. Rosenfeld (eds.) | 作者：Springer Verlag | 2003, Vol 138
-
Computational Models for Auditory Speech Processing
Li Deng
Computational Models of Speech Pattern Processing, (NATO ASI Series) | 作者：Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
Using continuous features in the maximum entropy model
Li Deng, Alex Acero, Dong Yu
Pattern Recognition Letters | October 2009, 第 30 卷(8): pp. 1295-1300
Using collective information in semi-supervised learning for speech recognition
Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
Proceedings of the ICASSP | April 2009
Maximizing global entry reduction for active learning in speech recognition
Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
Proceeding of the ICASSP, Proceedings of the ICASSP | April 2009
Proceedings of the ICASSP
Cross-lingual speech recognition under run-time resource constraints
Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
Proceedings of the ICASSP | April 2009
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
Discriminative pronunciation learning using phonetic decoder and minimum classification error criterion
Oriol Vinyals, Li Deng, Dong Yu, Alex Acero
Proceedings of the ICASSP | April 2009
A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR
Hui Lin, Li Deng, Chi-Hui Lee, Dong Yu, Alex Acero, Yifan Gong
Proceedings of the ICASSP | April 2009
Experimenting with a Global Decision Tree for State Clustering in Automatic Speech Recognition Systems
Jasha Droppo, Alex Acero
ICASSP 2009 | April 2009
ICASSP 2009
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, 第 23 卷: pp. 389-405
The Maximum Entropy Model with Continuous Features
Dong Yu, Li Deng, Alex Acero
2008 NIPS Workshop, Whistler, BC, Canada, NIPS Workshop, Whistler, BC, Canada | December 2008
Learning Methods in Multilingual Speech Recognition
Hui Lin, Li Deng, Jasha Droppo, Dong Yu, Alex Acero
2008 NIPS Workshop, Whistler, BC, Canada, NIPS Workshop, Whistler, BC, Canada | December 2008
Large-Margin Minimum Classification Error Training: A Theoretical Risk Minimization Perspective
Dong Yu, Li Deng, Xiaodong He, Alex Acero
Computer Speech and Language | October 2008, 第 22 卷: pp. 415-429
Discriminative Learning for Speech Recognition: Theory and Practice
Li Deng, Xiaodong He
Published by Morgan & Claypool | October 2008
论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物
Discriminative Learning in Sequential Pattern Recognition
Xiaodong He, Li Deng, Wu Chou
IEEE Signal Processing Magazine | September 2008, 第 25 卷: pp. 14-36
Automatic Children’s Reading Tutor on Hand-Held Devices
Xiaolong(Shiao-Long) Li, Li Deng, Y. C. Ju, Alex Acero
Proceedings of InterSpeech 2008 | September 2008
Brisbane, Australia
Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition
Li Deng, Yifan Gong, Alex Acero, Dong Yu
Proceedings of the Interspeech | September 2008
Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition
Dong Yu, Li Deng, Yifan Gong, Alex Acero
Proc. of the Interspeech | September 2008
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, 第 16 卷(5)
A Convex Optimization Method for Joint Mean and Variance Parameter Estimation of Large-Margin CDHMM
Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, Chong-Yung Chi
Proceedings of the ICASSP | April 2008
An Integrative and Discriminative Technique for Spoken Utterance Classification
Ye-Yi Wang, S. Yaman, Li Deng, Dong Yu, Alex Acero, Sibel Yaman
IEEE Trans. Audio, Speech, and Language Processing | January 2008, 第 16 卷: pp. 1207-1214
Empirical Properties of Multilingual Phone-to-Word Transduction
Geoffrey Zweig
In Proceedings of ICASSP | January 2008
In Proceedings of ICASSP
Confidence Estimation, OOV Detection and Language ID Using Phone-to-Word Transduction and Phone-Level Alignments
Chris White, Geoffrey Zweig
In Proceedings of ICASSP | January 2008
An Empirical Study of Automatic Accent Classification
Geoffrey Zweig, Patrick Nguyen
In Proceedings of ICASSP | January 2008
In Proceedings of ICASSP
Speech-Centric Multimodal User Interface Design in Mobile Technology
Dong Yu, Li Deng
Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology | 作者：IGI Global | 2008 | Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology edition
Handling Phonetic Context and Speaker Variation in a Structure-Based Speech Recognizer
Dong Yu, Li Deng
Proc. Interspeech | August 2007
Structure-Based and Template-Based Automatic Speech Recognition “” Comparing parametric and non-parametric approaches
Li Deng, H. Strik
Proc. Interspeech | August 2007
Phone-Discriminating Minimum Classification Error (P-MCE) Training for Phonetic Recognition
Qiang Fu, Xiaodong He, Li Deng
Proc. Interspeech | August 2007
A Discriminative Training Framework Using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification
Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero
Proc. of the International Conference on Acoustics, Speech and Signal Processing | April 2007
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
Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition
Li Deng, Dong Yu
Proceedings of the ICASSP, Honolulu, Hawaii | April 2007
Proceedings of the ICASSP, Honolulu, Hawaii
Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks
Dong Yu, Li Deng, Xiaodong He, Alex Acero
Proceedings of the ICASSP, Honolulu, Hawaii | April 2007
Proceedings of the ICASSP, Honolulu, Hawaii
A New Look at Discriminative Learning for Hidden Markov Models
Xiaodong He, Li Deng
Pattern Recognition Letters | January 2007, 第 28 卷: pp. 1285-1294
Speaker-Adaptive Learning of Resonance Targets In A Hidden Trajectory Model of Speech Coarticulation
Dong Yu, Li Deng, Alex Acero
Computer Speech and Language | January 2007, 第 27 卷: pp. 72-87
Speech Analysis: The Production-Perception Perspective
Li Deng, Jianwu Dang
Advances in Chinese Spoken Language Processing, Speech Analysis: The Production-Perception Perspective, Chapter 1 | 作者：World Scientific Publishing | 2007
Dynamic Speech Models – Theory, Algorithm, and Application (Book Review)
Li Deng
IEEE Trans. Neural Networks | December 2006
A Database of Vocal Tract Resonance Trajectories for Research in Speech Processing
Li Deng, Xiaoyuan Cui, Robert Pruvenok, Jonathan Huang, Safiyy Momen, Yi Ning Chen, Abeer Alwan
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | May 2006
A State-space Model with Neural-Network Prediction for Recovering Vocal Tract Resonances in Fluent Speech from Mel-cepstral Coefficients
Roberto Togneri, Li Deng
Speech Communication | January 2006, 第 48 卷: pp. 971-988
Use of Temporal Codes Computed from a Cochlear Model for Speech Recognition
Li Deng, H. Sheikhzadeh
Listening to Speech: An Auditory Perspective, 15 | 作者：Lawrence Erlbaum Associates, Inc. | 2006 | Chapter 15, S. Greenberg and W. Ainsworth (eds.) Listening to Speech: An Auditory Perspective edition
A Generative Modeling Framework for Structured Hidden Speech Dynamics
Li Deng, Dong Yu, Alex Acero
NIPS Workshop on Advances in Structured Learning for Text and Speech Processing | December 2005
A Long-Contextual-Span Model of Resonance Dynamics for Speech Recognition: Parameter Learning and Recognizer Evaluation
Li Deng, Dong Yu, Xiaolong(Shiao-Long) Li, Alex Acero
Proceedings of IEEE Workshop on Automatic Speech Recognition and Understanding | November 2005
Proceedings of IEEE Workshop on Automatic Speech Recognition and Understanding
The Analysis and Representation of Speech
A. Avendano, Li Deng, H. Hermansky, B. Gold
Speech Processing in the Auditory System, Chapter 2; S. Greenberg, W. Ainsworth, A. Popper, and R. Fay (eds.) | 作者：Springer Verlag | 2004
ISBN: 978-0-387-00590-4
SPEECH PROCESSING — A Dynamic and Optimization-Oriented Approach
Li Deng, Doug O'Shaughnessy
Published by Marcel Dekker Inc. | June 2003
Switching Dynamic System Models for Speech Articulation and Acoustics
Li Deng
Mathematical Foundations of Speech and Language Processing, M. Johnson, M. Ostendorf, S. Khudanpur, and R. Rosenfeld (eds.) | 作者：Springer Verlag | 2003, Vol 138
A New Approach to Speech Enhancement by A Microphone Array Using EM and Mixture Models
Hagai Attias, Li Deng
Proceedings of the International Conference on Spoken Language Processing, Denver CO, September 2002 | January 2002
Proceedings of the International Conference on Spoken Language Processing, Denver CO, September 2002
-
Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion
Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing | January 2009
-
Multi-Sensory Speech Processing: Incorporating Automatically Extracted Hidden Dynamic Information
Amarnag Subramanya, Li Deng, Zicheng Liu, Zheng Zhang
Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), Amsterdam | July 2005
Multi-Sensory Microphones for Robust Speech Detection, Enhancement, and Recognition
Zhengyou Zhang, Zicheng Liu, Mike Sinclair, Alex Acero, Li Deng, Jasha Droppo, Xuedong Huang, Yanli Zheng
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Montreal, Canada, May 2004 | January 2004
-
Training Wideband Acoustic Models using Mixed-Bandwidth Training Data via Feature Bandwidth Extension
Alex Acero, Mike Seltzer
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | March 2005
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing
Time Domain Computation of a Nonlinear Nonlocal Cochlear Model with Applications to Multitone Interactions in Hearing
Li Deng
Communications in Mathematical Sciences | January 2003, 第 1 卷(2): pp. 211-227
按类型分类的论文与出版物
-
Parameter Estimation of A Target-Directed Dynamic System Model With Switching States
Roberto Togneri, Jeff Ma, Li Deng
Signal Processing | January 2001, 第 81 卷(5): pp. 975-987
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, 第 31 卷: pp. 181-192
Deep Learning and Its Applications to Signal and Information Processing
Dong Yu, Li Deng
IEEE Signal Processing Magazine | January 2011
Using continuous features in the maximum entropy model
Li Deng, Alex Acero, Dong Yu
Pattern Recognition Letters | October 2009, 第 30 卷(8): pp. 1295-1300
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, 第 17 卷(7): pp. 1348-1360
Solving Nonlinear Estimation Problems Using Splines
Dong Yu, Li Deng
IEEE Signal Processing Magazine | July 2009, 第 26 卷(4): pp. 86-90
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, 第 23 卷: pp. 389-405
Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion
Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing | January 2009
Large-Margin Minimum Classification Error Training: A Theoretical Risk Minimization Perspective
Dong Yu, Li Deng, Xiaodong He, Alex Acero
Computer Speech and Language | October 2008, 第 22 卷: pp. 415-429
Discriminative Learning in Sequential Pattern Recognition
Xiaodong He, Li Deng, Wu Chou
IEEE Signal Processing Magazine | September 2008, 第 25 卷: pp. 14-36
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, 第 16 卷(5)
An Integrative and Discriminative Technique for Spoken Utterance Classification
Ye-Yi Wang, S. Yaman, Li Deng, Dong Yu, Alex Acero, Sibel Yaman
IEEE Trans. Audio, Speech, and Language Processing | January 2008, 第 16 卷: pp. 1207-1214
Training Wideband Acoustic Models Using Mixed-Bandwidth Training Data for Speech Recognition
Alex Acero, Mike Seltzer
Trans. on Audio, Speech and Language Processing | January 2007, 第 15 卷(1): pp. 235-245
A New Look at Discriminative Learning for Hidden Markov Models
Xiaodong He, Li Deng
Pattern Recognition Letters | January 2007, 第 28 卷: pp. 1285-1294
Adaptive Kalman Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model
Li Deng, Leo Lee, Hagai Attias, Alex Acero
IEEE Transactions on Audio, Speech and Language Processing | January 2007, 第 15 卷: pp. 13-23
Speaker-Adaptive Learning of Resonance Targets In A Hidden Trajectory Model of Speech Coarticulation
Dong Yu, Li Deng, Alex Acero
Computer Speech and Language | January 2007, 第 27 卷: pp. 72-87
A State-space Model with Neural-Network Prediction for Recovering Vocal Tract Resonances in Fluent Speech from Mel-cepstral Coefficients
Roberto Togneri, Li Deng
Speech Communication | January 2006, 第 48 卷: pp. 971-988
Time Domain Computation of a Nonlinear Nonlocal Cochlear Model with Applications to Multitone Interactions in Hearing
Li Deng
Communications in Mathematical Sciences | January 2003, 第 1 卷(2): pp. 211-227
-
A Functional Articulatory Dynamic Model for Speech Production
Leo J. Lee, Li Deng
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | May 2001
Learning Dynamic Noise Models from Noisy Speech for Robust Speech Recognition
B. Frey, T. Kristjansson, Li Deng, Alex Acero
Advances in Neural Information Processing Systems (NIPS), Vol. 14, Vancouver, Canada, 2001, pp. 101-108 | January 2001
Nonlinear Discriminant Feature Extraction for Robust Text-Independent Speaker Recognition
Yochai Konig, Larry Heck, Mitch Weintraub, Kemal Sonmez
RLA2C | January 1998
Discriminative Training of Minimum Cost Speaker Verification Systems
Larry Heck, Yochai Konig
RLA2C | January 1998
Pitch-Gesture Modeling Using Subband Autocorrelation Change Detection
Malcolm Slaney, Elizabeth Shriberg, Jui-Ting Huang
Proceedings of Interspeech 2013 | August 2013
Proceedings of Interspeech 2013
Context-Dependent Pre-trained Deep Neural Networks for Large Vocabulary Speech Recognition
Li Deng, Alex Acero, George Dahl, Dong Yu
IEEE Transactions on Audio, Speech, and Language Processing | January 2012
IEEE SPS 2013 best paper award
Conversational Speech Transcription Using Context-Dependent Deep Neural Networks
Frank Seide, Gang Li, Dong Yu
Interspeech 2011 | August 2011
Interspeech 2011
Large Vocabulary Continuous Speech Recognition With Context-Dependent DBN-HMMS
George Dahl, Dong Yu, Li Deng, Alex Acero
Proc. ICASSP, Prague | May 2011
Proc. ICASSP, Prague
Roles of Pre-Training and Fine-Tuning in Context-Dependent DBN-HMMs for Real-World Speech Recognition
Dong Yu, Li Deng, George E. Dahl
NIPS 2010 workshop on Deep Learning and Unsupervised Feature Learning | December 2010
Learning in the Deep-Structured Conditional Random Fields
Dong Yu, Li Deng, Shizhen Wang
NIPS 2009 Workshop on Deep Learning for Speech Recognition and Related Applications | December 2009
Hidden Conditional Random Field with Distribution Constraints for Phone Classification
Alex Acero, Li Deng, Dong Yu
Interspeech 2009 | September 2009
Interspeech 2009
Using collective information in semi-supervised learning for speech recognition
Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
Proceedings of the ICASSP | April 2009
Maximizing global entry reduction for active learning in speech recognition
Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
Proceeding of the ICASSP, Proceedings of the ICASSP | April 2009
Proceedings of the ICASSP
Cross-lingual speech recognition under run-time resource constraints
Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
Proceedings of the ICASSP | April 2009
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
Discriminative pronunciation learning using phonetic decoder and minimum classification error criterion
Oriol Vinyals, Li Deng, Dong Yu, Alex Acero
Proceedings of the ICASSP | April 2009
A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR
Hui Lin, Li Deng, Chi-Hui Lee, Dong Yu, Alex Acero, Yifan Gong
Proceedings of the ICASSP | April 2009
Experimenting with a Global Decision Tree for State Clustering in Automatic Speech Recognition Systems
Jasha Droppo, Alex Acero
ICASSP 2009 | April 2009
ICASSP 2009
The Maximum Entropy Model with Continuous Features
Dong Yu, Li Deng, Alex Acero
2008 NIPS Workshop, Whistler, BC, Canada, NIPS Workshop, Whistler, BC, Canada | December 2008
Learning Methods in Multilingual Speech Recognition
Hui Lin, Li Deng, Jasha Droppo, Dong Yu, Alex Acero
2008 NIPS Workshop, Whistler, BC, Canada, NIPS Workshop, Whistler, BC, Canada | December 2008
Automatic Children’s Reading Tutor on Hand-Held Devices
Xiaolong(Shiao-Long) Li, Li Deng, Y. C. Ju, Alex Acero
Proceedings of InterSpeech 2008 | September 2008
Brisbane, Australia
Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition
Li Deng, Yifan Gong, Alex Acero, Dong Yu
Proceedings of the Interspeech | September 2008
Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition
Dong Yu, Li Deng, Yifan Gong, Alex Acero
Proc. of the Interspeech | September 2008
A Convex Optimization Method for Joint Mean and Variance Parameter Estimation of Large-Margin CDHMM
Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, Chong-Yung Chi
Proceedings of the ICASSP | April 2008
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
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
Adaptation of Compressed HMM Parameters for Resource-Constrained Speech Recognition
Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero
April 2008
Empirical Properties of Multilingual Phone-to-Word Transduction
Geoffrey Zweig
In Proceedings of ICASSP | January 2008
In Proceedings of ICASSP
Confidence Estimation, OOV Detection and Language ID Using Phone-to-Word Transduction and Phone-Level Alignments
Chris White, Geoffrey Zweig
In Proceedings of ICASSP | January 2008
An Empirical Study of Automatic Accent Classification
Geoffrey Zweig, Patrick Nguyen
In Proceedings of ICASSP | January 2008
In Proceedings of ICASSP
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
Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition (invited)
Dong Yu, Li Deng
Proc. IEEE Intern. Conf. Semantic Computing, Irvine, CA | September 2007
Proc. IEEE Intern. Conf. Semantic Computing, Irvine, CA
A Structured Speech Model Parameterized by Recursive Dynamics and Neural Networks
Roberto Togneri, Li Deng
Proc. Interspeech, Antwerp, Belgium | August 2007
Handling Phonetic Context and Speaker Variation in a Structure-Based Speech Recognizer
Dong Yu, Li Deng
Proc. Interspeech | August 2007
Structure-Based and Template-Based Automatic Speech Recognition “” Comparing parametric and non-parametric approaches
Li Deng, H. Strik
Proc. Interspeech | August 2007
Phone-Discriminating Minimum Classification Error (P-MCE) Training for Phonetic Recognition
Qiang Fu, Xiaodong He, Li Deng
Proc. Interspeech | August 2007
A Discriminative Training Framework Using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification
Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero
Proc. of the International Conference on Acoustics, Speech and Signal Processing | April 2007
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
Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition
Li Deng, Dong Yu
Proceedings of the ICASSP, Honolulu, Hawaii | April 2007
Proceedings of the ICASSP, Honolulu, Hawaii
Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks
Dong Yu, Li Deng, Xiaodong He, Alex Acero
Proceedings of the ICASSP, Honolulu, Hawaii | April 2007
Proceedings of the ICASSP, Honolulu, Hawaii
Dynamic Speech Models – Theory, Algorithm, and Application (Book Review)
Li Deng
IEEE Trans. Neural Networks | December 2006
A Database of Vocal Tract Resonance Trajectories for Research in Speech Processing
Li Deng, Xiaoyuan Cui, Robert Pruvenok, Jonathan Huang, Safiyy Momen, Yi Ning Chen, Abeer Alwan
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | May 2006
An EM Algorithm for Training Wideband Acoustic Models from Mixed-Bandwidth Training Data
Mike Seltzer, Alex Acero
Proc. of the IEEE Workshop on Automatic Speech Recognition and Understanding | December 2005
A Generative Modeling Framework for Structured Hidden Speech Dynamics
Li Deng, Dong Yu, Alex Acero
NIPS Workshop on Advances in Structured Learning for Text and Speech Processing | December 2005
A Long-Contextual-Span Model of Resonance Dynamics for Speech Recognition: Parameter Learning and Recognizer Evaluation
Li Deng, Dong Yu, Xiaolong(Shiao-Long) Li, Alex Acero
Proceedings of IEEE Workshop on Automatic Speech Recognition and Understanding | November 2005
Proceedings of IEEE Workshop on Automatic Speech Recognition and Understanding
Multi-Sensory Speech Processing: Incorporating Automatically Extracted Hidden Dynamic Information
Amarnag Subramanya, Li Deng, Zicheng Liu, Zheng Zhang
Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), Amsterdam | July 2005
Training Wideband Acoustic Models using Mixed-Bandwidth Training Data via Feature Bandwidth Extension
Alex Acero, Mike Seltzer
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing | March 2005
Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing
Multi-Sensory Microphones for Robust Speech Detection, Enhancement, and Recognition
Zhengyou Zhang, Zicheng Liu, Mike Sinclair, Alex Acero, Li Deng, Jasha Droppo, Xuedong Huang, Yanli Zheng
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Montreal, Canada, May 2004 | January 2004
Automatic Speech Recognition of Co-Channel Speech: Integrated Speaker and Speech Recognition Approach
Larry Heck, Mark Z. Mao
Interspeech | January 2004
A New Approach to Speech Enhancement by A Microphone Array Using EM and Mixture Models
Hagai Attias, Li Deng
Proceedings of the International Conference on Spoken Language Processing, Denver CO, September 2002 | January 2002
Proceedings of the International Conference on Spoken Language Processing, Denver CO, September 2002
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Discriminative Learning for Speech Recognition: Theory and Practice
Li Deng, Xiaodong He
Published by Morgan & Claypool | October 2008
论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物 论文与出版物
SPEECH PROCESSING — A Dynamic and Optimization-Oriented Approach
Li Deng, Doug O'Shaughnessy
Published by Marcel Dekker Inc. | June 2003
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Articulatory Features and Associated Production Models in Statistical Speech Recognition
Li Deng
Computational Models of Speech Pattern Processing, (NATO ASI Series) | 作者：Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
Computational Models for Auditory Speech Processing
Li Deng
Computational Models of Speech Pattern Processing, (NATO ASI Series) | 作者：Springer Verlag | 1999 | Computational Models of Speech Pattern Processing, (NATO ASI Series) edition
Speech-Centric Multimodal User Interface Design in Mobile Technology
Dong Yu, Li Deng
Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology | 作者：IGI Global | 2008 | Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology edition
Speech Analysis: The Production-Perception Perspective
Li Deng, Jianwu Dang
Advances in Chinese Spoken Language Processing, Speech Analysis: The Production-Perception Perspective, Chapter 1 | 作者：World Scientific Publishing | 2007
Use of Temporal Codes Computed from a Cochlear Model for Speech Recognition
Li Deng, H. Sheikhzadeh
Listening to Speech: An Auditory Perspective, 15 | 作者：Lawrence Erlbaum Associates, Inc. | 2006 | Chapter 15, S. Greenberg and W. Ainsworth (eds.) Listening to Speech: An Auditory Perspective edition
The Analysis and Representation of Speech
A. Avendano, Li Deng, H. Hermansky, B. Gold
Speech Processing in the Auditory System, Chapter 2; S. Greenberg, W. Ainsworth, A. Popper, and R. Fay (eds.) | 作者：Springer Verlag | 2004
ISBN: 978-0-387-00590-4
Switching Dynamic System Models for Speech Articulation and Acoustics
Li Deng
Mathematical Foundations of Speech and Language Processing, M. Johnson, M. Ostendorf, S. Khudanpur, and R. Rosenfeld (eds.) | 作者：Springer Verlag | 2003, Vol 138