• Ivan Tashev, Sound Capture and Processing: Practical Approaches, pp. 388, Wiley, July 2009
• Li Deng and Doug O'Shaughnessy, SPEECH PROCESSING --- A Dynamic and Optimization-Oriented Approach, Marcel Dekker Inc., June 2003
• Xuedong Huang, Alex Acero, and Hsiao-Wuen Hon, Spoken Language Processing, pp. 1008, Prentice-Hall, May 2001
• Fuliang Weng and Ye-Yi Wang, Introduction to Computational Linguistics, China Social Science Press, 1998
• Alex Acero, Acoustical and Environmental Robustness in Automatic Speech Recognition, pp. 212, Kluwer Academic , 1993

• Jasha Droppo and Alex Acero, Environmental Robustness, in Handbook of Speech Processing, pp. 1176, Springer Verlag, 2008
• Dong Yu and Li Deng, Speech-Centric Multimodal User Interface Design in Mobile Technology, in Chapter XVIII in Jo Lumsden (Ed.) in Handbook of Research on User Interface Design and Evaluation for Mobile Technology, IGI Global, January 2008
• Li Deng and Jianwu Dang, Chapter 1 in Speech Analysis: The Production-Perception Perspective, in Advances in Chinese Spoken Language Processing, pp. 2-32, World Scientific Publishing, 2007
• Li Deng and H. Sheikhzadeh, Use of an Integrated Neural-Network and Cochlear Model for the Study of Speech Encoding in the Auditory System, in Listening to Speech: An Auditory Perspective, pp. 237-256, Lawrence Erlbaum Associates, Inc., 2006
• A. Avendano, Li Deng, H. Hermansky, and B. Gold, The Analysis and Representation of Speech, in Speech Processing in the Auditory System, Springer Verlag, 2005
• Li Deng, Switching Dynamic System Models for Speech Articulation and Acoustics, in Mathematical Foundations of Speech and Language Processing, vol. 138, pp. 115 - 134, Springer Verlag, 2003
• Li Deng, Computational Models for Auditory Speech Processing, in Computational Models of Speech Pattern Processing, (NATO ASI Series), pp. 67-77, Springer Verlag, 1999
• Li Deng, Articulatory Features and Associated Production Models in Statistical Speech Recognition, in Computational Models of Speech Pattern Processing, (NATO ASI Series), pp. 214-224, Springer Verlag, 1999
• Li Deng, A dynamic, feature-based approach to speech modeling and recognition, in in S. Furui, F. Juang (eds.) Automatic Speech Recognition and Understanding , pp. 107-114, Institute of Electrical and Electronics Engineers, Inc., 1997
• X. D. Huang, Alex Acero, F. Alleva, M. Hwang, L Jiang, and Milind Mahajan, From Sphinx-II to Whisper: Making Speech Recognition Usable, in Automatic Speech and Speaker Recognition, Advanced Topics, pp. 536, Kluwer Academic , 1996
• R. Stern, F. Liu, Y. Ohshima, and Alex Acero, Signal Processing for Robust Speech Recognition, in Automatic Speech and Speaker Recognition, Advanced Topics, Kluwer Academic , 1996
• Alex Acero, The Role of Phoneticians in Speech Technology, in European Studies in Phonetics and Speech Communication, European Language Resources Association, August 1995
• Don Sun and Li Deng, Nonstationary-State Hidden Markov Models for Speech Recognition, in in Chapter 8, S. Levinson and L. Shepp (eds.): Image and Speech Models, Springer Verlag, 1995
• Alex Acero, Fil Alleva, Doug Beeferman, Xuedong Huang, Mei-Yuh Hwang, and Milind Mahajan, From CMU Sphinx-II to Microsoft Whisper: Making Speech Recognition Usable, in Automatic Speech and Speaker Recognition--Advanced Topics, no. MSR-TR-94-20, pp. 28, Kluwer Academic , September 1994
• D. Zhang, Li Deng, and M. Elmasry, Pipelined Neural Network Architecture For Speech Recognition, in VLSI Artificial Neural Networks Engineering, pp. 297-315, Kluwer Academic , 1994
• K. Hassanein, Li Deng, and M. Elmasry, Neural Predictive Hidden Markov Model Architecture For Speech And Speaker Recognition, in in VLSI Artificial Neural Networks Engineering, pp. 316-336, Kluwer Academic , 1994
• Li Deng, K. Hassanein, and M. Elmasry, Neural-Network Architecture For Linear And Nonlinear Predictive Hidden Markov Models: Application To Speech Recognition, in in B. H. Juang, S. Y. Kung, and C. A. Kamm, (eds.) Neural Networks for Signal Processing, Institute of Electrical and Electronics Engineers, Inc., 1991

2009

• Dong Yu, Li Deng, Yifan Gong, and Alex Acero, A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models, in IEEE Transactions on Audio, Speech and Language Processing, vol. 17, no. 7, pp. 1348-1360, IEEE, September 2009
• J. Baker, Li Deng, S. Khudanpur, C.-H. Lee, J. Glass, and N. Morgan, Updated MINDS Report on Speech Recognition and Understanding, in IEEE Signal Processing Magazine, vol. 26, no. 4, July 2009
• Dong Yu, Li Deng, and Alex Acero, Using continuous features in the maximum entropy model, in Pattern Recognition Letters, vol. 30, no. 8, pp. 1295-1300, June 2009
• J. Baker, Li Deng, Jim Glass, S. Khudanpur, C.-H. Lee, N. Morgan, and D. O'Shgughnessy, Research Developments and Directions in Speech Recognition and Understanding, Part 1, in IEEE Signal Processing Magazine, vol. 26, no. 3, pp. 75-80, May 2009
• Dong Yu, Balakrishnan Varadarajan, Li Deng, and Alex Acero, Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion, in Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing , Elsevier , 2009
• Jinyu Li, Li Deng, Yifan Gong, and Alex Acero, A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions, in Computer Speech and Language, vol. 23, pp. 389-405, Elsevier , 2009
• Li Deng, Embracing a New Golden Age of Signal Processing, in IEEE Signal Processing Magazine, January 2009

2008

• Dong Yu, Li Deng, Xiaodong He, and Alex Acero, Large-Margin Minimum Classification Error Training: A Theoretical Risk Minimization Perspective, in Computer Speech and Language, vol. 22, no. 4, pp. 415-429, Elsevier , October 2008
• Xiaodong He, Li Deng, and Chou Wu, Discriminative Learning in Sequential Pattern Recognition --- A Unifying Review for Optimization-Oriented Speech Recognition, in IEEE Signal Processing Magazine, vol. 25, no. 5, pp. 14-36, Institute of Electrical and Electronics Engineers, Inc., September 2008
• Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, and Alex Acero, Robust speech recognition using cepstral minimum-mean-square-error noise suppressor, in IEEE Trans. Audio, Speech, and Language Processing, vol. 16, no. 5, Institute of Electrical and Electronics Engineers, Inc., July 2008
• Ye-Yi Wang, Dong Yu, Yun-Cheng Ju, and Alex Acero, An Introduction to Voice Search, in IEEE Signal Processing Magazine (Special Issue on Spoken Language Technology), Institute of Electrical and Electronics Engineers, Inc., May 2008
• Li Deng, Expanding the Scope of Signal Processing, in IEEE Signal Processing Magazine, vol. 25, no. 3, pp. 2-4, May 2008
• Amarnag Subramanya, Zhengyou Zhang, Zicheng Liu, and Alex Acero, Multisensory processing for speech enhancement and magnitude-normalized spectra for speech modeling, in Speech Communication, vol. 50, pp. 228-243, Elsevier , March 2008
• Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, and Alex Acero, An integrative and discriminative technique for spoken utterance classification, in IEEE Trans. Audio, Speech, and Language Processing, vol. 16, no. 6, pp. 1207-1214, Institute of Electrical and Electronics Engineers, Inc., 2008

2007

• Rodrigo Guido, Li Deng, and Shoji Makino, Guest Editors’ Introduction: Special Section on Emergent Systems, Algorithms, and Architectures for Speech-Based Human-Machine Interaction, in IEEE Transactions on Computers, vol. 56, no. 9, pp. 1153-1155, September 2007
• Ciprian Chelba, Jorge Silva, and Alex Acero, Soft Indexing of Speech Content for Search in Spoken Documents, in Computer Speech & Language, vol. 21, no. 3, pp. 423-578, Elsevier , July 2007
• Amarnag Subramanya, Michael Seltzer, and Alex Acero, Automatic Removal of Typed Keystrokes From Speech Signals, in IEEE Signal Processing Letters, vol. 14, no. 5, pp. 363-366, Institute of Electrical and Electronics Engineers, Inc., May 2007
• Li Deng, Write Feature Articles with a Lasting Impact, in IEEE Signal Processing Magazine, vol. 24, no. 2, March 2007
• Michael Seltzer and Alex Acero, Training Wideband Acoustic Models Using Mixed-Bandwidth Training Data for Speech Recognition, in Trans. on Audio, Speech and Language Processing, vol. 15, no. 1, pp. 235-245, Institute of Electrical and Electronics Engineers, Inc., January 2007
• Li Deng, Hagai Attias, Leo Lee, and Alex Acero, Adaptive Kalman smoothing for tracking vocal tract resonances using a continuous-valued hidden dynamic model, in IEEE Transactions on audio, Speech and Language Processing, vol. 15, no. 1, pp. 13-23, Institute of Electrical and Electronics Engineers, Inc., January 2007
• Xiaodong He and Li Deng, A new look at discriminative learning for hidden Markov models, in Pattern Recognition Letters, vol. 28, pp. 1285-1294, 2007
• Dong Yu, Li Deng, and Alex Acero, Speaker-adaptive learning of resonance targets in a hidden trajectory model of speech coarticulation, in Computer Speech and Language, vol. 27, pp. 72-87, Elsevier , 2007

2006

• R. Stern and Michael Seltzer, Subband Likelihood-Maximizing Beamforming for Speech Recognition in Reverberant Environments, in IEEE Trans. on Audio, Speech and Language Processing. Volume: 14 Issue: 6, Nov 2006. pp. 2109-2121, Institute of Electrical and Electronics Engineers, Inc., November 2006
• Ciprian Chelba and Alex Acero, Adaptation of maximum entropy capitalizer: Little data can help a lot, in Computer Speech & Language, vol. 20, no. 4, pp. 382-399, Elsevier , October 2006
• Li Deng, Dong Yu, and Alex Acero, Structured Speech Modeling, in IEEE Trans. on Audio, Speech and Language Processing, vol. 14, no. 5, pp. 1492-1504, Institute of Electrical and Electronics Engineers, Inc., September 2006
• Dong Yu, Alex Acero, and Li Deng, A Lattice Search Technique for Long-contextual-span Hidden Trajectory Model of Speech, in Speech Communication, vol. 48, no. 9, Elsevier , September 2006
• I. Bazzi, Li Deng, and Alex Acero, Tracking Vocal Tract Resonances Using a Quantized Nonlinear Function Embedded in a Temporal Constraint, in IEEE Trans. on Audio, Speech and Language Processing, vol. 14, no. 2, pp. 425-434, March 2006
• Alex Acero, Building Voice User Interfaces, in MSDN Magazine, February 2006
• Ye-Yi Wang and Alex Acero, Rapid development of spoken language understanding grammars, in Speech Communication, vol. 48, no. 3-4, pp. 390-416, Elsevier , 2006
• Li Deng, Dong Yu, and Alex Acero, A Bidirectional Target Filtering Model of Speech Coarticulation: two-stage Implementation for Phonetic Recognition, in IEEE Transactions on Audio and Speech Processing, vol. 14, no. 1, pp. 256-265, IEEE, January 2006
• Roberto Togneri and Li Deng, A state-space model with neural-network prediction for recovering vocal tract resonances in fluent speech from Mel-cepstral coefficients, in Speech Communication, vol. 48, pp. 971-988, 2006

2005

• Asela Gunawardana and William Byrne, Convergence theorems for generalized alternating minimization procedures, in Journal of Machine Learning Research, MIT Press, December 2005
• Li Deng and Dong Yu, A Speech-Centric Perspective for Human-Computer Interface - A Case Study, in Journal of VLSI Signal Processing Systems (Special Issue on Multimedia Signal Processing), Springer Verlag, November 2005
• Dong Yu and Alex Acero, Semiautomatic Improvements of System-Initiative Spoken Dialog Applications Using Interactive Clustering, in IEEE Trans. Speech & Audio Proc (Special Issue on Data Mining of Speech, Audio and Dialog), IEEE, September 2005
• Li Deng, K. Wang, and Wu Chou, Speech Technology and Systems in Human-Machine Communication, in IEEE Signal Processing Magazine, vol. 22, no. 5, pp. 12-14, September 2005
• Li Deng, J. Wu, Jasha Droppo, and Alex Acero, Analysis and Comparison of Two Speech Feature Extraction/Compensation Algorithms, in IEEE Signal Processing Letters, vol. 12, no. 6, pp. 477–480, Institute of Electrical and Electronics Engineers, Inc., June 2005
• Li Deng, Jian Wu, Jasha Droppo, and Alex Acero, Dynamic Compensation of HMM Variances Using the Feature Enhancement Uncertainty Computed From a Parametric Model of Speech Distortion, in IEEE Transactions on Speech and Audio Processing, vol. 13, no. 3, pp. 412–421, Institute of Electrical and Electronics Engineers, Inc., May 2005
• Ye-Yi Wang, Li Deng, and Alex Acero, Spoken Language Understanding — An Introduction to the Statistical Framework, in IEEE Signal Processing Magazine, vol. 22, no. 5, pp. 16-31, Institute of Electrical and Electronics Engineers, Inc., 2005

2004

• Li Deng, Jasha Droppo, and Alex Acero, Estimating cepstrum of speech under the presence of noise using a joint prior of static and dynamic features, in IEEE Transactions on Speech and Audio Processing, vol. 12, no. 3, pp. 218–233, Institute of Electrical and Electronics Engineers, Inc., May 2004
• Li Deng, Jasha Droppo, and Alex Acero, Enhancement of log Mel power spectra of speech using a phase-sensitive model of the acoustic environment and sequential estimation of the corrupting noise, in IEEE Transactions on Speech and Audio Processing, vol. 12, no. 2, pp. 133–143, Institute of Electrical and Electronics Engineers, Inc., March 2004
• Li Deng, Ye-Yi Wang, Kuansan Wang, Alex Acero, Hsiao Hon, Jasha Droppo, C. Boulis, Derek Jacoby, Milind Mahajan, Ciprian Chelba, and Xuedong Huang, Speech and language processing for multimodal human-computer interaction (Invited Article) , in Journal of VLSI Signal Processing Systems (Special issue on Real-World Speech Processing), vol. 36, no. 2-3, pp. 161 - 187, Kluwer Academic , 2004

2003

• Li Deng, Jasha Droppo, and Alex Acero, Recursive estimation of nonstationary noise using iterative stochastic approximation for robust speech recognition, in IEEE Transactions on Speech and Audio Processing, vol. 11, no. 6, pp. 568–580, Institute of Electrical and Electronics Engineers, Inc., November 2003
• J. Xin, Y. Qi, and Li Deng, Time Domain Computation of a Nonlinear Nonlocal Cochlear Model with Applications to Multitone Interactions in Hearing, in Communications in Mathematical Sciences, vol. 1, no. 2, pp. 211-227, 2003

2002

• Li Deng, Kuansan Wang, Alex Acero, Hsiao-Wuen Hon, Jasha Droppo, Constantinos Boulis, Ye-Yi Wang, Derek Jacoby, Milind Mahajan, Ciprian Chelba, and Xuedong D. Huang, Distributed Speech Processing in MiPad’s Multimodal User Interface, in IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, vol. 10, no. 8, pp. 605-619, Institute of Electrical and Electronics Engineers, Inc., 2002

2000

• Y. Rui, A. Gupta, and Alex Acero, Automatically Extracting Highlights for TV Baseball Programs, in ACM Multimedia, pp. 105-115, 2000

1999

• X. Shen and Li Deng, A Dynamic System Approach to Speech Enhancement Using the H-inf Filtering Algorithm,, in IEEE Trans. on Speech and Audio Processing, vol. 7, pp. 391-399, July 1999

1996

• Mei-Yuh Hwang, Xuedong Huang, and Fil Alleva, Predicting unseen triphones with senones, in IEEE Trans. on Speech and Audio Processing,, vol. 4, no. 6, pp. 412-419, Institute of Electrical and Electronics Engineers, Inc., November 1996

1992

• Li Deng, P. Kenny, M Lennig, and P. Mermelstein, Modeling acoustic transitions in speech by state-interpolation hidden Markov models, in Transactions on Signal Processing, vol. 40, no. 2, pp. 265-272, 1992

2009

• Ye-Yi Wang, Raphael Hoffmann, Xiao Li, and Jakub Syzmanski, Semi-Supervised Learning of Semantic Classes for Query Understanding – from the Web and for the Web, in The 18th ACM Conference on Information and Knowledge Management , Association for Computing Machinery, Inc., November 2009
• Ivan Tashev, Michael L. Seltzer, and Yun-Cheng Ju, Speech and sound for in-car infotainment systems, in Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009), Association for Computing Machinery, Inc., Essen, Germany, 22 September 2009
• Ivan Tashev, Michael Seltzer, Yun-Cheng Ju, Ye-Yi Wang, and Alex Acero, Commute UX: Voice Enabled In-car Infotainment System, in Mobile HCI '09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE), Association for Computing Machinery, Inc., Bonn, Germany, 15 September 2009
• yun-Cheng Ju and Tim Paek, A Voice Search Approach to Replying to SMS Messages in Automobiles, International Speech Communication Association, September 2009
• Yun-Cheng Ju and Tim Paek, A Voice Search Approach to Replying to SMS Messages in Automobiles, International Speech Communication Association, September 2009
• Geoffrey Zweig and Patrick Nguyen, Maximum Mutual Information Multi-phone Units in Direct Modeling, in Interspeech 2009, International Speech Communication Association, September 2009
• Yun-Cheng Ju, Michael Seltzer, and Ivan Tashev, Improving Perceived Accuracy for In-Car Media Search, International Speech Communication Association, September 2009
• Dong Yu, Li Deng, and Alex Acero, Hidden Conditional Random Field with Distribution Constraints for Phone Classification, in Interspeech 2009, International Speech Communication Association, September 2009
• Geoffrey Zweig, New Methods for the Analysis of Repeated Utterances, in Interspeech 2009, International Speech Communication Association, September 2009
• Haihua Xu, Daniel Povey, Jie Zhu, and Guanyong Wu, Minimum Hypothesis Phone Error as a Decoding Method for Speech Recognition, in Interspeech 2009, International Speech Communication Association, September 2009
• Ivan Tashev, Andrew Lovitt, and Alex Acero, Unified Framework for Single Channel Speech Enhancement, in 2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, IEEE, Victoria B.C., Canada, 24 August 2009
• Xiao Li, Ye-Yi Wang, and Alex Acero, Extracting Structured Information from User Queries with Semi-Supervised Conditional Random Fields, in SIGIR, July 2009
• Xiao Li, Patrick Nguyen, Geoffrey Zweig, and Dan Bohus, Leveraging Multiple Query Logs to Improve Language Models for Spoken Query Recognition, in ICASSP, IEEE, April 2009
• Michael L. Seltzer and Lei Zhang, The data deluge: challenges and opportunities of unlimited data in statistical signal processing, in Proceedings of International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Taipei, Taiwan, April 2009
• Oriol Vinyals, Li Deng, Dong Yu, and Alex Acero, Discriminative pronunciation learning using phonetic decoder and minimum classification error criterion, in Proceedings of the ICASSP, Institute of Electrical and Electronics Engineers, Inc., April 2009
• Balakrishnan Varadarajan, Dong Yu, Li Deng, and Alex Acero, Maximizing global entry reduction for active learning in speech recognition, in Proceedings of the ICASSP, Institute of Electrical and Electronics Engineers, Inc., April 2009
• Hui Lin, Li Deng, Dong Yu, Yifan Gong, Alex Acero, and Chi-Hui Lee, A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR, in Proceedings of the ICASSP, Institute of Electrical and Electronics Engineers, Inc., April 2009
• Ozlem Kalinli, Michael L. Seltzer, and Alex Acero, Noise Adaptive Training Using a Vector Taylor Series Approach for Robust Automatic Speech Recognition, in Proceedings of International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Taipei, Taiwan, April 2009
• Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, and Alex Acero, Cross-lingual speech recognition under run-time resource constraints, in Proceedings of the ICASSP, Institute of Electrical and Electronics Engineers, Inc., April 2009
• Balakrishnan Varadarajan, Dong Yu, Li Deng, and Alex Acero, Using collective information in semi-supervised learning for speech recognition, in Proceedings of the ICASSP, Institute of Electrical and Electronics Engineers, Inc., April 2009
• Jasha Droppo and Alex Acero, Experimenting with a Global Decision Tree for State Clustering in Automatic Speech Recognition Systems, IEEE, April 2009
• Young-In Song, Ye-Yi Wang, Yun-Cheng Ju, Mike Seltzer, Ivan Tashev, and Alex Acero, Voice Search of Structured Media Data, in International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electornic Engineers, Inc., Taipei, Taiwan, April 2009
• Georg Heigold, Geoffrey Zweig, Xiao Li, and Patrick Nguyen, A FLAT DIRECT MODEL FOR SPEECH RECOGNITION, in ICASSP-2009, IEEE, 2009
• Daniel Bolanos, Geoffrey Zweig, and Patrick Nguyen, Multi-scale Personalization for Voice Search Applications, in HLT-NAACL 2009, 2009

2008

• Hui Lin, Li Deng, Jasha Droppo, Dong Yu, and Alex Acero, Learning Methods in Multilingual Speech Recognition, in NIPS Workshop, Whistler, BC, Canada, Microsoft, December 2008
• Dong Yu, Li Deng, and Alex Acero, The Maximum Entropy Model with Continuous Features , in NIPS Workshop, Whistler, BC, Canada, Microsoft, December 2008
• Dong Yu, Li Deng, Jian Wu, Yifan Gong, and Alex Acero, Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition, in ISCSLP, IEEE, December 2008
• Zhengyou Zhang, Qin Cai, and Jack W. Stokes, Multichannel Acoustic Echo Cancellation in Multiparty Spatial Audio Conferencing with Constrained Kalman Filtering, in 11th International Workshop on Acoustic Echo and Noise Control, 14 September 2008
• Xiaolong Li, Li Deng, Yun-Cheng Ju, and Alex Acero, Automatic Children's Reading Tutor on Hand-Held Devices, in Proceedings of Interspeech, International Speech Communication Association, Brisbane, Australia, September 2008
• Ivan Tashev, Slavy Mihov, Tyler Gleghorn, and Alex Acero, Sound Capture System and Spatial Filter for Small Devices, in Proceedings of Interspeech 2008, International Speech Communication Association, Brisbane, Australia, September 2008
• Ye-Yi Wang, Xiao Li, and Alex Acero, Inductive and Example-Based Learning for Text Classification, in Interspeech, International Speech Communication Association, Brisbane, Australia, September 2008
• Ivan Tashev and Michael Seltzer, Data Driven Beamformer Design for Binaural Headset, in Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008, Seattle, USA, September 2008
• Dong Yu, Li Deng, Yifan Gong, and Alex Acero, Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition, in Proc. of the Interspeech, International Speech Communication Association, September 2008
• Michael Seltzer and Ivan Tashev, A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter, in Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008, Seattle, USA, September 2008
• Yun-Cheng Ju and Julian Odell, A Language-Modeling Approach to Inverse Text Normalization and Data Cleanup, International Speech Communication Association, September 2008
• Dong Yu, Li Deng, Yifan Gong, and Alex Acero, Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition, in Proceedings of the Interspeech, International Speech Communication Association, September 2008
• Xiao Li, Ye-Yi Wang, and Alex Acero, Learning Query Intent from Regularized Click Graphs, in SIGIR'08: the 31st Annual ACM SIGIR conference on Research and Development in Information Retrieval, Association for Computing Machinery, Inc., Singapore, Singapore, July 2008
• Dan Bohus, Xiao Li, Patrick Nguyen, and Geoffrey Zweig, Learning N-Best Correction Models from Implicit User Feedback in a Multi-Modal Local Search Application, in Special Interest Group on Discourse and Dialogue (SIGdial), June 2008
• Slavy Mihov, Tyler Gleghorn, and Ivan Tashev, Enhanced Sound Capture System for Small Devices, in Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008, Nis, Serbia, June 2008
• Michael L. Seltzer, Bridging the gap: towards a unified framework for hands-free speech recognition using microphone arrays, in Proceedings of the Workshop on Hands-Free Speech Communication and Microphone Arrays, Institute of Electrical and Electronics Engineers, Inc., Trento, Italy, May 2008
• Graham Taylor, Michael Seltzer, and Alex Acero, Maximum a Posteriori ICA: Applying Prior Knowledge to the Separation of Acoustic Sources, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., April 2008
• Nilesh Madhu, Ivan Tashev, and Alex Acero, An EM-based Probabilistic Approach for Acoustic Echo Suppression, in Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc., Institute of Electrical and Electronics Engineers, Inc., Las Vegas, USA, April 2008
• Alex Acero, Neal Bernstein, Rob Chambers, Yun-Cheng Ju, Xiao Li, Julian Odell, Patrick Nguyen, Oliver Scholtz, and Geoff Zweig, Live Search for Mobile: Web Services by Voice on the Cellphone, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., April 2008
• Luis Buera, Jasha Droppo, and Alex Acero, Speech Enhancement using a Pitch Predictive Model, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., April 2008
• Jinyu Li, Li Deng, Dong Yu, Yifan Gong, and Alex Acero, HMM Adaptation Using a Phase-Sensitive Acoustic Distortion Model for Environment-Robust Speech Recognition, Institute of Electrical and Electronics Engineers, Inc., April 2008
• Ivan Tashev, Jasha Droppo, Michael Seltzer, and Alex Acero, Robust Design of Wideband Loudspeaker Arrays, in Proc. of International Conference on Audio, Speech and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Las Vegas, USA, April 2008
• Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, and Alex Acero, Adaptation of compressed HMM parameters for resource-constrained speech recognition, Institute of Electrical and Electronics Engineers, Inc., April 2008
• Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, and Chong-Yung Chi, A Convex Optimization Method for Joint Mean and Variance Parameter Estimation of Large-Margin CDHMM, in Proceedings of the ICASSP, April 2008
• Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, and Alex Acero, A Minimum Mean-Square-Error Noise Reduction Algorithm on Mel-Frequency Cepstra for Robust Speech Recognition, in Proc. ICASSP, Institute of Electrical and Electronics Engineers, Inc., April 2008
• Xiao Li, Y.-C. Ju, Geoffrey Zweig, and Alex Acero, Language modeling for voice search: a machine translation approach, in ICASSP, March 2008
• C. White, G. Zweig, L. Burget, P. Schwarz, and H. Hermansky, Confidence Estimation, OOV Detection and Language ID Using Phone-to-Word Transduction and Phone-Level Alignments, in In Proceedings of ICASSP, 2008
• Z. Li, Geoffrey Zweig, and Patrick Nguyen, Optimal Dialog in Consumer-Rating Systems using a POMDP Framework, in In Proceedings of SIGdial, 2008
• G. Zweig and J. Nedel, Empirical Properties of Multilingual Phone-to-Word Transduction, in In Proceedings of ICASSP, 2008
• Sumit Basu, Surabhi Gupta, Milind Mahajan, Patrick Nguyen, and John C. Platt, Scalable Summaries of Spoken Conversations, in IUI '08: Proceedings of the 13th international conference on Intelligent user interfaces, Association for Computing Machinery, Inc., January 2008
• G. Zweig, D. Bohus, X. Li, and P. Nguyen, Structured Models for Joint Decoding of Repeated Utterances, in In Proceedings of Interspeech, 2008
• Tim Paek and Yun-Cheng Ju, Accommodating Explicit User Expressions of Uncertainty in Voice Search or Something Like That, International Speech Communication Association, 2008
• G. Chouelter and Geoffrey Zweig, An Empirical Study of Automatic Accent Classification, in In Proceedings of ICASSP, 2008

2007

• Li Deng, Roles of high-fidelity acoustic modeling in robust speech recognition (invited), in Proceedings IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), Institute of Electrical and Electronics Engineers, Inc., December 2007
• Xiao Li, Asela Guanawardana, and Alex Acero, Adapting grapheme-to-phoneme conversion for name recognition, in IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., December 2007
• Dong Yu and Li Deng, Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition (invited), in Proc. IEEE Intern. Conf. Semantic Computing, Irvine, CA, Institute of Electrical and Electronics Engineers, Inc., 17 September 2007
• Ivan Tashev, Michael Seltzer, Y. C. Ju, Dong Yu, and Alex Acero, Commute UX: Telephone Dialog System for Location-based Services, in Proceedings of SIGdial Workshop on Disclosure and Dialogue 2007, Antwerp, Belgium, September 2007
• Roberto Togneri and Li Deng, A Structured Speech Model Parameterized by Recursive Dynamics and Neural Networks, in Proc. Interspeech, Antwerp, Belgium, 27 August 2007
• J. Sherwani, Dong Yu, Tim Paek, Mary Czerwinski, Yun-Cheng Ju, and Alex Acero, VoicePedia: Towards Speech-based Access to Unstructured Information, in Interspeech, International Speech Communication Association, August 2007
• Qiang Fu, Xiaodong He, and Li Deng, Phone-Discriminating Minimum Classification Error (P-MCE) Training for Phonetic Recognition, in Proc. Interspeech, August 2007
• Li Deng and H. Strik, Structure-Based and Template-Based Automatic Speech Recognition --- Comparing parametric and non-parametric approaches, in Proc. Interspeech, August 2007
• Jasha Droppo and Alex Acero, A Fine Pitch Model for Speech, in Proc. Interspeech Conference, International Speech Communication Association, August 2007
• Dong Yu and Li Deng, Handling Phonetic Context and Speaker Variation in a Structure-Based Speech Recognizer, in Proc. Interspeech, International Speech Communication Association, August 2007
• Dong Yu, Yun-Cheng Ju, Ye-Yi Wang, Geoffrey Zweig, and Alex Acero, Automated Directory Assistance System - from Theory to Practice, in Proc. of Interspeech, International Speech Communication Association, Antwerp, Belgium, August 2007
• Michael Seltzer, Y. C. Ju, Ivan Tashev, and Alex Acero, Robust Location Understanding in Spoken Dialog Systems Using Intersections, in Proceedings of Interspeech 2007, Antwerp, Belgium, August 2007
• Amarnag Subramanya, Mike Seltzer, and Alex Acero, Removal of Typed Keystrokes from Speech Signals, in Proc. of the Interspeech Conference, International Speech Communication Association, May 2007
• Xiaolong Li, Yun-Cheng Ju, Li Deng, and Alex Acero, Efficient and Robust Language Modeling in an Automatic Children's Reading Tutor System, in Proceedings of IEEE Internaltional Conference on Acoustics, Speech and Signal Processing (ICASSP), Institute of Electrical and Electronics Engineers, Inc., 18 April 2007
• Amarnag Subramanya, Zhengyou Zhang, A.C. Surendran, Patrick Nguyen, Mukund Narasimhan, and Alex Acero, A Generative Discriminative Framework Using Ensemble Methods for Text-Dependent Speaker Verification, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., April 2007
• Dong Yu, Li Deng, Xiaodong, and Alex Acero, Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks, in Proceedings of the ICASSP, Honolulu, Hawaii, IEEE, April 2007
• Li Deng and Dong Yu, Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition, in Proceedings of the ICASSP, Honolulu, Hawaii, IEEE, April 2007
• Jinyu Li, Li Deng, Dong Yu, Yifan Gong, and Alex Acero, High-Performance HMM Adaptation With Joint Compensation of Additive and Convolutive Distortions Via Vector Taylor Series, in Proceedings IEEE Workshop on ASRU, Institute of Electrical and Electronics Engineers, Inc., April 2007
• Ivan Tashev and Henrique Malvar, Stationary-tones Interference Cancellation Using Adaptive Tracking, in International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Honolulu, USA, April 2007
• Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, and Alex Acero, A Discriminative Training Framework using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification, in Proc. of the International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Honolulu, Hawaii, U.S.A., April 2007
• Byung-Jun Yoon, Ivan Tashev, and Alex Acero, Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability, in Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007, Honolulu, USA, April 2007
• Chris White, Jasha Droppo, Alex Acero, and Julian Odell, Maximum Entropy Confidence Estimation for Speech Recognition, in Proc. ICASSP, Institute of Electrical and Electronics Engineers, Inc., Hawaii, April 2007
• Michael Seltzer, Ivan Tashev, and Alex Acero, Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise, in Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007, Honolulu, USA, April 2007
• Geoffrey Zweig, Yun-Cheng Ju, Patrick Nguyen, Dong Yu, Ye-Yi Wang, and Alex Acero, Voice-Rate: A Dialog System for Consumer Ratings, in NAACL/HLT (Demonstration Program), Association for Computational Linguistics, Rochester, New York, USA, 2007
• Ye-Yi Wang, Voice search - Information access via voice queries (Invited Talk), in IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., Kyoto, Japan, 2007
• Geoffrey Zweig, Patrick Nguyen, Yun-Cheng Ju, Ye-Yi Wang, Dong Yu, and Alex Acero, The Voice-Rate Dialog System for Consumer Ratings, in INTERSPEECH, International Speech Communication Association, Antwerp, Belgium, 2007
• Ye-Yi Wang and Alex Acero, Maximum Entropy Model Parameterization with Tf-Idf Weighted Vector Space Model, in IEEE Automatic Speech Recognition and Understanding Workshop, Institute of Electrical and Electronics Engineers, Inc., Kyoto, Japan, 2007
• Ye-Yi Wang, Dong Yu, Yu-Cheng Ju, Geoffrey Zweig, and Alex Acero, Confidence Measures for Voice Search Applications, in 8th Annual Conference of the International Speech Communication Association, International Speech Communication Association, Antwerp, Belgium, 2007
• Tim Paek, Yun-Cheng Ju, and Christopher Meek, People Watcher: A Game for Eliciting Human-Transcribed Data for Automated Directory Assistance, International Speech Communication Association, 2007

2006

• Xiaolong Li, Li Deng, Dong Yu, and Alex Acero, A Time-Synchronous Phonetic Decoder For A Long-Contextual-Span Hidden Trajectory Model, in Proceedings of International Conference on Speech Communication (InterSpeech), 2006, International Speech Communication Association, Pittsburgh, PA, 19 September 2006
• Dong Yu, Li Deng, Xiaodong He, and Alex Acero, Use of Incrementally Regulated Discriminative Margins in MCE Training for Speech Recognition, in Proc. of the Interspeech Conference, International Speech Communication Association, September 2006
• Ivan Tashev and Alex Acero, Microphone Array Post-Processor Using Instantaneous Direction of Arrival, in Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006, Paris, France, September 2006
• Dong Yu, Yun-Cheng Ju, and Alex Acero, An Effective and Efficient Utterance Verification Technology Using Word N-gram Filler Models, in Proc. of the Interspeech Conference, International Speech Communication Association, September 2006
• Amarnag Subramanya, Michael Seltzer, and Alex Acero, Removal of Typed Keystrokes from Speech Signals, in Proc. of the Interspeech Conference, International Speech Communication Association, September 2006
• Yong Rui, Eric Rudolph, Li-wei He, Rico Malvar, Michael Cohen, and Ivan Tashev, PING: A Group-to-Individual Distributed Meeting System, in Proceedings of International Conference Multimedia and Expo, Institute of Electrical and Electronics Engineers, Inc., Toronto, Canada, July 2006
• Li Deng, X. Cui, R. Pruvenok, J. Huang, S. Momen, Y. Chen, and A. Alwan, A Database of Vocal Tract Resonance Trajectories for Research in Speech Processing, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, May 2006
• Milind Mahajan, Asela Gunawardana, and Alex Acero, Training algorithms for hidden conditional random fields, in International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., May 2006
• Jasha Droppo and Alex Acero, Joint Discriminative Front End and Back End Training for Improved Speech Recognition Accuracy, in Proc. ICASSP, Institute of Electrical and Electronics Engineers, Inc., Toulouse, France, May 2006
• J. Silva, C. Chelba, and Alex Acero, Pruning Analysis for the Position Specific Posterior Lattices for Spoken Document Search, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, May 2006
• Ivan Tashev, Jasha Droppo, and Alex Acero, Suppression Rule for Speech Recognition Friendly Noise Suppressors, in Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA’06, Moscow, Russia, March 2006
• Dong Yu, Yun-Cheng Ju, Ye-Yi Wang, and Alex Acero, N-Gram Based Filler Model for Robust Grammar Authoring, in International Conference on Acoustics, Speech, and Signal Processing., Institute of Electrical and Electronics Engineers, Inc., Toulouse, France, 2006
• Ye-Yi Wang, John Lee, and Alex Acero, Speech Utterance Classification Model Training without Manual Transcriptions, in IEEE International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Roulouse, France, 2006
• Ye-Yi Wang and Alex Acero, Discriminative Models for Spoken Language Understanding., in the International Conference on Spoken Language Processing, International Speech Communication Association, Pittsburgh, PA, USA, 2006
• Ye-Yi Wang, John Lee, Milind Mahajan, and Alex Acero, Combining Statistical and Knowledge-Based Spoken Language Understanding in Conditional Models, in COLING/ACL06, Association for Computational Linguistics, Sydney, Australia, 2006
• Yun-Cheng Ju, Ye-Yi Wang, and Alex Acero, Call Analysis with Classification Using Speech and Non-Speech Features, in the International Conference on Spoken Language Processing, International Speech Communication Association, Pittsburgh, PA, USA, 2006

2005

• Li Deng, Dong Yu, and Alex Acero, A Generative Modeling Framework for Structured Hidden Speech Dynamics, in NIPS Workshop on Advances in Structured Learning for Text and Speech Processing , Microsoft, December 2005
• Jasha Droppo, Milind Mahajan, Asela Gunawardana, and Alex Acero, How to Train a Discriminative Front End with Stochastic Gradient Descent and Maximum Mutual Information, in Proc. of the IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., Puerto Rico, December 2005
• Mike Seltzer and Alex Acero, An EM Algorithm for Training Wideband Acoustic Models from Mixed-Bandwidth Training Data , in Proc. of the IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., December 2005
• Li Deng, Dong Yu, Xiaolong Li, and Alex Acero, A Long-Contextual-Span Model of Resonance Dynamics for Speech Recognition: Parameter Learning and Recognizer Evaluation, in Proceedings of IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., Puerto Rico, November 2005
• Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, and Mike Sinclair, A Compact Multi-Sensor Headset for Hands-Free Communication, in Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, USA, October 2005
• Li Deng, Dong Yu, and Alex Acero, Learning Statistically Characterized Resonance Targets in a Hidden Trajectory Model of Speech Coarticulation and Reduction, in Proc. of the Interspeech Conference, International Speech Communication Association, September 2005
• Li Deng, Xiaolong Li, Dong Yu, and Alex Acero, Evaluation of a Long-Contextual-Span Hidden Trajectory Model and Phonetic Recognizer Using A* Lattice Search, in Proc. of the Interspeech Conference, International Speech Communication Association, September 2005
• A. Subramanya, Z. Zhang, Z. Liu, Jasha Droppo, and Alex Acero, A Graphical Model for Multi-Sensory Speech Processing in Air-and-Bone Conductive Microphones, in Proc. of the Interspeech Conference, International Speech Communication Association, Lisbon, Portugal, September 2005
• Ivan Tashev, Michael Seltzer, and Alex Acero, Microphone Array for Headset with Spatial Noise Suppressor, in Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005, Eindhoven, The Netherlands, September 2005
• Jasha Droppo and Alex Acero, Maximum Mutual Information SPLICE Transform for Seen and Unseen Conditions, in Proc. Interspeech Conference, International Speech Communication Association, September 2005
• Ivan Tashev, Beamformer Sensitivity to Microphone Manufacturing Tolerances, in Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005, St. Konstantin Resort, Bulgaria, September 2005
• Asela Gunawardana, Milind Mahajan, Alex Acero, and John C. Platt, Hidden Conditional Random Fields for Phone Classification, in International Conference on Speech Communication and Technology, International Speech Communication Association, September 2005
• C. Chelba and Alex Acero, Indexing Uncertainty for Spoken Document Search, in Proc. of the Interspeech Conference, September 2005
• Xiao Li, Asela Gunawardana, and Alex Acero, Unsupervised semantic intent discovery from call log acoustics, in International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., August 2005
• A. Subramanya, Li Deng, Z. Liu, and Z. Zhang, Multi-sensory speech processing: Incorporating automatically extracted hidden dynamic information, in Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), Amsterdam, July 2005
• C. Chelba and Alex Acero, Position Specific Posterior Lattices for Indexing Speech, in Proc. of the Association for Computational Linguistics, June 2005
• C. Chelba and Alex Acero, SPEECH OGLE: Indexing Uncertainty for Spoken Document Search, in Proc. of the Association for Computational Linguistics, June 2005
• Ivan Tashev and Daniel Allred, Reverberation reduction for improved speech recognition, in Proceedings of Hands-Free Communication and Microphone Arrays, Piscataway, USA, March 2005
• Ivan Tashev and Henrique Malvar, A new beamformer design algorithm for microphone arrays, in International Conference of Acoustic, Speech and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Philadelphia, USA, March 2005
• Dong Yu, Milind Mahajan, P. Mau, and Alex Acero, Maximum Entropy Based Generic Filter for Language Model Adaptation, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, IEEE, March 2005
• Li Deng, Xiang Li, Dong Yu, and Alex Acero, A Hidden Trajectory Model with Bi-Directional Target Filtering: Cascaded vs. Integrated Implementation for Phonetic Recognition, in Proc. of Int. Conf. on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., March 2005
• Z. Liu, A. Subramanya, Z. Zhang, Jasha Droppo, and Alex Acero, Leakage Model and Teeth Clack Removal for Air- and Bone-Conductive Integrated Microphones, in Proc. ICASSP, Institute of Electrical and Electronics Engineers, Inc., Philadelphia, March 2005
• Michael Seltzer and Alex Acero, Training Wideband Acoustic Models using Mixed-Bandwidth Training Data via Feature Bandwidth Extension, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., March 2005
• Ye-Yi Wang, John Lee, Milind Mahajan, and Alex Acero, Statistical Spoken Language Understanding: from Generative Model to Conditional Model, in NIPS Workshop: Advances in Structured Learning for Text and Speech Processing, Whistler, BC, Canada, 2005
• Ye-Yi Wang and Alex Acero, SGStudio: Rapid Semantic Grammar Development for Spoken Language Understanding, in 9th European Conference on Speech Communication and Technology, International Speech Communication Association, Lisbon, Portugal, 2005
• M. L. Seltzer, Alex Acero, and Jasha Droppo, Robust Bandwidth Extension of Noise-corrupted Narrowband Speech, in Proc. Interspeech Conference, International Speech Communication Association, 2005

2004

• Xuedong Huang, Enabling natural computing, in 2004 International Symposium on Chinese Spoken Language Processing, December 2004
• Li Deng, Xiaolong Li, Dong Yu, and Alex Acero, Novel Acoustic Modeling with Structured Hidden Dynamics for Speech Coarticulation and Reduction, in Proc. of the DARPA RT04 Workshop, November 2004
• Li Deng, Dong Yu, and Alex Acero, A Quantitative Model for Formant Dynamics and Contextually Assimilated Reduction in Fluent Speech, in Proc. Int. Conf. on Spoken Language Processing, International Speech Communication Association, October 2004
• Dong Yu, Mei-Yuh Hwang, Peter Mau, Alex Acero, and Li Deng, Unsupervised Learning from Users’ Error Correction in Speech Dictation, in Proc. Int. Conf. on Spoken Language Processing, International Speech Communication Association, October 2004
• Michael Seltzer, B. Raj, and R. Stern, A Bayesian Classifier for Spectrographic Mask Estimation for Missing Feature Speech Recognition, in Speech communication, September 2004
• Zicheng Liu, Zhengyou Zhang, Alex Acero, Jasha Droppo, and Xuedong Huang, Direct Filtering for Air- and Bone-Conductive Microphones, in Proc. IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., Siena, Italy, September 2004
• Li Deng, Zicheng Liu, Zhengyou Zhang, and Alex Acero, Nonlinear Information Fusion in Multi-Sensor Processing - Extracting and Exploiting Hidden Dynamics of Speech Captured by a Bone-Conductive Microphone, in Proc. of the IEEE Workshop on Multimedia Signal Processing, Institute of Electrical and Electronics Engineers, Inc., September 2004
• C. Chelba and Alex Acero, Adaptation of Maximum Entropy Capitalizer: Little Data Can Help a Lot,, in Proc. of EMNLP, July 2004
• Ivan Tashev, Gain Self-Calibration Procedure for Microphone Arrays, in Proceedings of International Conference for Multimedia and Expo ICME 2004, Taipei, Taiwan, June 2004
• Li Deng, L. Lee, H. Attias, and Alex Acero, A Structured Speech Model with Continuous Hidden Dynamics and Prediction-Residual Training for Tracking Vocal Tract Resonances, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, May 2004
• Jasha Droppo and Alex Acero, Noise Robust Speech Recognition with a Switching Linear Dynamic Model, in Proc. ICASSP, IEEE, Montreal, Canada, May 2004
• C. Chelba and Alex Acero, Conditional ML Estimation Using Rational Function Growth Transform, in Proc. of the Snowbird Learning Workshop, April 2004
• Alex Acero, Ye-Yi Wang, and Kuansan Wang, A Semantically Structured Language Model, in Special Workshop in Maui, Maui, Hawaii, 2004
• Zhengyou Zhang, Z. Liu, M. Sinclair, A. Acero, Li Deng, J. Droppo, Xuedong Huang, and Yanli Zheng, Multisensory microphones for robust speech detection, enhancement, and recognition, in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Montreal, Canada, May 2004, IEEE, 2004
• Kuansan Wang, Ye-Yi Wang, and Alex Acero, Use and Acquisition of Semantic Language Model, in NAACL/HLT (Short Paper), Association for Computational Linguistics, Boston, MA, 2004
• Ye-Yi Wang and Yun-Cheng Ju, Creating Speech Recognition Grammars from Regular Expressions for Alphanumeric Concepts, in International Conference on Spoken Language Processing, International Speech Communication Association, Jeju, Korea, 2004
• David Ollason, Yun-Cheng Ju, Siddharth Bhatia, Dan Herron, and Jackie Liu, MS Connect: A Fully Featured Auto-attendant: System Design, Implementation and Performance , International Speech Communication Association, 2004

2003

• Y. Zheng, Z. Liu, Z. Zhang, M. Sinclair, Jasha Droppo, Li Deng, Xuedong Huang, and Alex Acero, Air and Bone-Conductive Integrated Microphones for Robust Speech Detection and Enhancement, in Proc. IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., U.S. Virgin Islands, December 2003
• J. Wu, Jasha Droppo, Li Deng, and Alex Acero, A Noise-Robust ASR Front-End Using Wiener Filter Constructed from MMSE Estimation of Clean Speech and Noise, in Proc. IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., U.S. Virgin Islands, December 2003
• Ivan Tashev, Improving Meetings with Microphone Array Algorithms, in Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003, Whistler, Canada, December 2003
• Mike Seltzer, Jasha Droppo, and Alex Acero, A Harmonic-Model-Based Front End for Robust Speech Recognition, in Proc. Eurospeech Conference, International Speech Communication Association, Geneva, Switzerland, September 2003
• Jasha Droppo, Li Deng, and Alex Acero, A Comparison of Three Non-Linear Observation Models for Noisy Speech Features, in Proc. Eurospeech Conference, International Speech Communication Association, Geneva, Switzerland, September 2003
• Dong Yu, Kuansan Wang, Milind Mahajan, Peter Mau, and Alex Acero, Improved Name Recognition With User Modeling, in Proc. of the Eurospeech Conference, International Speech Communication Association, September 2003
• Li Deng, I. Bazzi, and Alex Acero, Tracking Vocal Tract Resonances Using an Analytical Nonlinear Predictor and a Target-guided Temporal Constraint, in Proc. of the Eurospeech Conference. Geneva, September 2003
• Ciprian Chelba and Alex Acero, Discriminative Training of N-gram Classifiers for Speech and Text Routing, in Proc. of the Eurospeech Conference, International Speech Communication Association, September 2003
• Yongang Deng, Milind Mahajan, and Alex Acero, Estimating Speech Recognition Error Rate without Acoustic Test Data,, in Proc. of the European Conference on Speech Communication, International Speech Communication Association, September 2003
• Y. Deng, Milind Mahajan, and Alex Acero, Estimating Speech Recognition Error Rate without Acoustic Test Data, in Proc. of the Eurospeech Conference, September 2003
• Asela Gunawardana and Alex Acero, Adapting acoustic models to new domains and conditions using untranscribed data, in International Conference on Speech Communication and Technology, International Speech Communication Association, September 2003
• C. Chelba, Milind Mahajan, and Alex Acero, Speech Utterance Classification, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, April 2003
• Issam Bazzi, Alex Acero, and Li Deng, An Expectation-Maximization Approach for Formant Tracking using a Parameter-free Nonlinear Predictor, in Proc. of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., April 2003
• Li Deng, Jasha Droppo, and Alex Acero, Incremental Bayes Learning with Prior Evolution for Tracking Non-Stationary Noise Statistics from Noisy Speech Data, in Proc. ICASSP, Institute of Electrical and Electronics Engineers, Inc., Hong Kong, April 2003
• Ye-Yi Wang and Alex Acero, Is Word Error Rate a Good Indicator for Spoken Language Understanding Accuracy, in IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., St. Thomas, US Virgin Islands, 2003
• Ye-Yi Wang and Alex Acero, Concept Acquisition in Example-Based Grammar Authoring, in IEEE International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Hong Kong, China, 2003
• Ye-Yi Wang and Alex Acero, Combination of CFG and N-gram Modeling in Semantic Grammar Learning, in Eurospeech 2003, International Speech Communication Association, Geneva, Switzerland, 2003

2002

• Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, and Steve Silverberg, Distributed Meetings: A Meeting Capture and Broadcasting System, in Proceedings of ACM Multimedia 2002, Nice, France, December 2002
• Li Deng, Alex Acero, Ye-Yi Wang, Kuansan Wang, Hsiao-Wuen Hon, Jasha Droppo, Milind Mahajan, and XD Huang, A speech-centric perspective for human-computer interface, in Proc. of the IEEE Fifth Workshop on Multimedia Signal Processing, Institute of Electrical and Electronics Engineers, Inc., December 2002
• Li Deng, Jasha Droppo, and Alex Acero, Exploiting Variances in Robust Feature Extraction Based on a Parametric Model of Speech Distortion, in Proc. International Conference on Spoken Language Processing, Denver, Colorado, September 2002
• Jasha Droppo, Alex Acero, and Li Deng, A Nonlinear Observation Model for Removing Noise from Corrupted Speech Log Mel-Spectral Energies, in Proc. International Conference on Spoken Language Processing, Denver, Colorado, September 2002
• Li Deng, Jasha Droppo, and Alex Acero, Log-Domain Speech Feature Enhancement Using Sequential MAP Noise Estimation and a Phase-sensitive Model of the Acoustic Environment, in Proc. International Conference on Spoken Language Processing, Denver, Colorado, September 2002
• Jasha Droppo, Li Deng, and Alex Acero, Evaluation of SPLICE on the Aurora 2 and 3 Tasks, in Proc. International Conference on Spoken Language Processing, International Speech Communication Association, Denver, Colorado, September 2002
• Y. Xiang, Y. Hua, S. An, and Alex Acero, Separating Colored Signals Distorted by Convolutive Channels Using Diagonal Constrained Decorrelation, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, May 2002
• Li Deng, Jasha Droppo, and Alex Acero, A Bayesian Approach to Speech Feature Enhancement using the Dynamic Cepstral Prior, in Proc. ICASSP, Institute of Electrical and Electronics Engineers, Inc., Florida, May 2002
• Jasha Droppo, Li Deng, and Alex Acero, Uncertainty Decoding with SPLICE for Noise Robust Speech Recognition, in Proc. ICASSP, Institute of Electrical and Electronics Engineers, Inc., Florida, May 2002
• Ye-Yi Wang, Alex Acero, Ciprian Chelba, Brendan Frey, and Leon Wong, Combination of Statistical and Rule-Based Approaches for Spoken Language Understanding., in International Conference on Spoken Processing, International Speech Communication Association, Denver, Colorado, 2002
• Hagai Attias and Li Deng, A new approach to speech enhancement by a microphone array using EM and mixture moels, in Proceedings of the International Conference on Spoken Language Processing, Denver CO, September 2002, 2002
• Ye-Yi Wang and Alex Acero, Evaluation of Spoken Language Grammar Learning in ATIS Domain, in IEEE International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Orlando, Florida, 2002

2001

• Li Deng, Jasha Droppo, and Alex Acero, Recursive Noise Estimation Using Iterative Stochastic Approximation for Stereo-based Robust Speech Recognition, in Proc. IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., Madonna di Campliglio, Italy, December 2001
• B. Frey, Li Deng, T. Kristjansson, and Alex Acero, ALGONQUIN: Iterating Laplace's Method to Remove Multiple Types of Acoustic Distortion for Robust Speech Recognition, in Proc. of the Eurospeech Conference, September 2001
• H. Attias, Li Deng, Alex Acero, and John Platt, A New Method for Speech Denoising and Robust Speech Recognition Using Probabilistic Models for Clean Speech and for Noise, in Proc. of the Eurospeech Conference, September 2001
• Jasha Droppo, Alex Acero, and Li Deng, Evaluation of the SPLICE Algorithm on the Aurora 2 Database, in Proc. Eurospeech Conference, International Speech Communication Association, Aalbodk, Denmark, September 2001
• T. Kristjansson, B. Frey, Li Deng, and Alex Acero, Towards Non-Stationary Model-Based Noise Adaptation for Large Vocabulary Speech Recognition, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, May 2001
• Jasha Droppo, Alex Acero, and Li Deng, Efficient Online Acoustic Environment Estimation for FCDCN in a Continuous Speech Recognition System, in Proc. ICASSP, Institute of Electrical and Electronics Engineers, Inc., Salt Lake City, Utah, May 2001
• L. Lee, P. Fleguth, and Li Deng, A Functional Articulatory Dynamic Model for Speech Production, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, May 2001
• Y. Xiang, Y. Hua, S. An, and Alex Acero, Experimental Investigation of Delayed Instantaneous Demixer for Speech Enhancement, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, May 2001
• Li Deng, Alex Acero, L. Jiang, Jasha Droppo, and Xuedong Huang, High-Performance Robust Speech Recognition Using Stereo Training Data, in Proc. ICASSP, Institute of Electrical and Electronics Engineers, Inc., Salt Lake City, Utah, May 2001
• Ye-Yi Wang, Robust Spoken Language Understanding in MiPad, in Eurospeech, International Speech Communication Association, Aalborg, Denmark, 2001
• B. Frey, T. Kristjansson, Li Deng, and Alex Acero, Learning dynamic noise models from noisy speech for robust speech recognition, in Advances in Neural Information Processing Systems (NIPS), Vol. 14, Vancouver, Canada, 2001, pp. 101-108, 2001
• Xuedong Huang, Alex Acero, C. Chelba, Li Deng, Jasha Droppo, D. Duchene, J. Goodman, Hsiao-Wuen Hon, D. Jacoby, L. Jiang, R. Loynd, Milind Mahajan, P. Mau, S. Meredith, S. Mughal, S. Neto, M. Plumpe, K. Stery, G. Venolia, Kuansan Wang, and Ye-Yi Wang, MIPAD: A Multimodal Interactive Prototype, in International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Salt Lake City, Utah, USA, 2001
• Ye-Yi Wang and Alex Acero, Grammar Learning for Spoken Language Understanding, in IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., Madonna di Campiglio, Italy, 2001

2000

• H. Attias, J. Platt, Alex Acero, and Li Deng, Speech Denoising and Dereverberation Using Probabilistic Models, in NIPS, November 2000
• Alex Acero, S. Altschuler, and L. Wu, Speech/Noise Separation Using Two Microphones and a VQ Model of Speech Signals, in Proc. Int. Conf. on Spoken Language Processing, October 2000
• Li Deng, Alex Acero, M. Plumpe, and Xuedong Huang, Large-Vocabulary Speech Recognition under Adverse Acoustic Environments,, in Proc. Int. Conf. on Spoken Language Processing, October 2000
• Alex Acero, Li Deng, T. Kristjansson, and J. Zhang, HMM Adaptation Using Vector Taylor Series for Noisy Speech Recognition, in Proc. Int. Conf. on Spoken Language Processing, October 2000
• Ye-Yi Wang, Milind Mahajan, and Xuedong Huang, A unified context-free grammar and n-gram model for spoken language processing, in Proc. of Int. Conf. on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., June 2000
• Xuedong Huang, Alex Acero, Ciprian Chelba, Li Deng, Doug Duchene, Joshua Goodman, Hsiao-Wuen Hon, Derek Jacoby, Li Jiang, Ricky Loynd, Milind Mahajan, Peter Mau, Scott Meredith, Salman Mughal, Salvado Neto, Mike Plumpe, Kuansan Wang, and Ye-Yi Wang, MiPad: A Next Generation PDA Prototype, in International Conference on Spoken Language Processing, International Speech Communication Association, Beijing, China, 2000

1999

• Matthew Richardson, Mei-Yuh Hwang, Alex Acero, and Xuedong Huang, Improvements on Speech Recognition for Fast Talkers, in Proc. of the Eurospeech Conference, September 1999
• Alex Acero, Formant Analysis and Synthesis using Hidden Markov Models, in Proc. of the Eurospeech Conference, September 1999
• Ye-Yi Wang, A Robust Parser for Spoken Language Understanding, in Eurospeech, International Speech Communication Association, Budapest, Hungary, 1999

1998

• Hsiao-Wuen Hon, Alex Acero, Xuedong Huang, J. Liu, and M. Plumpe, Automatic Generation of Synthesis Units for Trainable Text-to-Speech Systems, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, December 1998
• Jasha Droppo and Alex Acero, Maximum a Posteriori Pitch Tracking, in Proc. International Conference on Spoken Language Processing, International Speech Communication Association, Sydney, Australia, December 1998
• M. Plumpe, Alex Acero, Hsiao-Wuen Hon, and Xuedong Huang, HMM-Based Smoothing for Concatenative Speech Synthesis, in Proc. of the Int. Conf. on Spoken Language Processing, December 1998
• Alex Acero, A Mixed-Excitation Frequency Domain Model for Time-Scale Pitch-Scale Modification of Speech, in Proc. of the Int. Conf. on Spoken Language Processing, December 1998
• Mei-Yuh Hwang and Xuedong Huang, Dynamically configurable acoustic models for speech recognition, in Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing , Institute of Electrical and Electronics Engineers, Inc., May 1998
• Alex Acero, Source-Filter Models for Time-Scale Pitch-Scale Modification of Speech, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, May 1998
• Hsiao-Wuen Hon, Yun-Cheng Ju, and Keiko Otani, Japanese Large-Vocabulary Continuous Speech Recognition System Based on Microsoft Whisper , International Speech Communication Association, 1998

1997

• X. D. Huang, Alex Acero, Hsiao-Wuen Hon, Yun-Cheng Ju, J. Liu, S. Meredith, and M. Plumpe, Recent Improvements on Microsofts Trainable Text-to-Speech System: Whistler, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., April 1997

1996

• Xuedong Huang, Alex Acero, J. Adcock, J. Goldsmith, and J. Liu, Whistler: A Trainable Text-to-Speech System, in Proc. of the Int. Conf. on Spoken Language Processing, International Speech Communication Association, October 1996
• Alex Acero and Xuedong Huang, Speaker and Gender Normalization for Continuous-Density Hidden Markov Models, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal , IEEE, May 1996

1995

• Alex Acero and Xuedong Huang, Augmented Cepstral Normalization for Robust Speech Recognition, in Proc. of the IEEE Workshop on Automatic Speech Recognition, December 1995
• Xuedong Huang, Alex Acero, Fil Alleva, Mei-Yuh Hwang, Li Jiang, and Milind Mahajan, Microsoft Windows Highly Intelligent Speech Recognizer: Whisper, in Proc. of the International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., May 1995

• Daniel Povey, Subspace Gaussian Mixture Models for Speech Recognition, no. MSR-TR-2009-64, 27 May 2009
• Amarnag Subramanya, Zhengyou Zhang, Zicheng Liu, and Alex Acero, Speech Modeling with Magnitude-Normalized Complex Spectra and its Application to Multisensory Speech Enhancement, no. MSR-TR-2005-126, September 2005
• Ya Chang, Ross Cutler, Zicheng Liu, Zhengyou Zhang, Alex Acero, and Matthew Turk, Automatic Head-Size Equalization in Panorama Images for Video Conferencing, no. MSR-TR-2005-48, May 2005
• Ciprian Chelba and Alex Acero, Conditional Maximum Likelihood Estimation of Naive Bayes Probability Models Using Rational Function Growth Transform, no. MSR-TR-2004-33, April 2004