% csauthors.net - beta - BibTeX bibliography of Li Deng 001
@inproceedings{conf/icassp/DengE91,
title = {Microstructural speech units and their HMM representation for discrete utterance speech recognition.},
year = {1991},
booktitle = {ICASSP},
author = {{Li Deng 001} and {Kevin Erler}},
publisher = {IEEE Computer Society},
booktitle = {1991 International Conference on Acoustics, Speech, and Signal Processing, ICASSP '91, Toronto, Ontario, Canada, May 14-17, 1991}
}
@inproceedings{conf/icassp/ErlerD92,
title = {HMM representation of quantized articulatory features for recognition of highly confusable words.},
year = {1992},
booktitle = {ICASSP},
author = {{Kevin Erler} and {Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {1992 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '92, San Francisco, California, USA, March 23-26, 1992}
}
@article{journals/nn/Deng92,
title = {Processing of acoustic signals in a cochlear model incorporating laterally coupled suppressive elements.},
year = {1992},
journal = {Neural Networks},
author = {{Li Deng 001}}
}
@article{journals/sigpro/Deng92,
title = {A generalized hidden Markov model with state-conditioned trend functions of time for the speech signal.},
year = {1992},
journal = {Signal Process.},
author = {{Li Deng 001}}
}
@inproceedings{conf/interspeech/DengS93,
title = {Speech recognition using the atomic speech units constructed from overlapping articulatory features.},
year = {1993},
booktitle = {EUROSPEECH},
author = {{Li Deng 001} and {Don X. Sun}},
publisher = {ISCA},
booktitle = {Third European Conference on Speech Communication and Technology, EUROSPEECH 1993, Berlin, Germany, September 22-25, 1993}
}
@article{journals/csl/ErlerD93,
title = {Hidden Markov model representation of quantized articulatory features for speech recognition.},
year = {1993},
journal = {Comput. Speech Lang.},
author = {{Kevin Erler} and {Li Deng 001}}
}
@article{journals/taslp/Deng93,
title = {A stochastic model of speech incorporating hierarchical nonstationarity.},
year = {1993},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001}}
}
@inproceedings{conf/icassp/DengS94,
title = {Phonetic classification and recognition using HMM representation of overlapping articulatory features for all classes of English sounds.},
year = {1994},
booktitle = {ICASSP (1)},
author = {{Li Deng 001} and {Don X. Sun}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of ICASSP '94: IEEE International Conference on Acoustics, Speech and Signal Processing, Adelaide, South Australia, Australia, April 19-22, 1994}
}
@inproceedings{conf/icassp/HassaneinDE94,
title = {Vowel classification using a neural predictive HMM: a discriminative training approach.},
year = {1994},
booktitle = {ICASSP (2)},
author = {{Khaled Hassanein} and {Li Deng 001} and {Mohamed I. Elmasry}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of ICASSP '94: IEEE International Conference on Acoustics, Speech and Signal Processing, Adelaide, South Australia, Australia, April 19-22, 1994}
}
@inproceedings{conf/icassp/SheikhzadehSDB94,
title = {Comparative performance of spectral subtraction and HMM-based speech enhancement strategies with application to hearing and design.},
year = {1994},
booktitle = {ICASSP (1)},
author = {{Hamid Sheikhzadeh} and {Hossein Sameti} and {Li Deng 001} and {Robert L. Brennan}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of ICASSP '94: IEEE International Conference on Acoustics, Speech and Signal Processing, Adelaide, South Australia, Australia, April 19-22, 1994}
}
@inproceedings{conf/interspeech/DengS94,
title = {Automatic speech recognition using dynamically defined speech units.},
year = {1994},
booktitle = {ICSLP},
author = {{Li Deng 001} and {Hossein Sameti}},
publisher = {ISCA},
booktitle = {The 3rd International Conference on Spoken Language Processing, ICSLP 1994, Yokohama, Japan, September 18-22, 1994}
}
@inproceedings{conf/interspeech/SunD94,
title = {Nonstationary-state hidden Markov model with state-dependent time warping: application to speech recognition.},
year = {1994},
booktitle = {ICSLP},
author = {{Don X. Sun} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {The 3rd International Conference on Spoken Language Processing, ICSLP 1994, Yokohama, Japan, September 18-22, 1994}
}
@article{journals/nn/DengHE94,
title = {Analysis of the correlation structure for a neural predictive model with application to speech recognition.},
year = {1994},
journal = {Neural Networks},
author = {{Li Deng 001} and {Khaled Hassanein} and {Mohamed I. Elmasry}}
}
@article{journals/npsc/ZhangDE94,
title = {Pipelined architecture for neural-network-based speech recognition.},
year = {1994},
journal = {Neural Parallel Sci. Comput.},
author = {{David Zhang 001} and {Li Deng 001} and {Mohamed I. Elmasry}}
}
@article{journals/sigpro/Deng94,
title = {A statistical model for formant-transition microsegments of speech incorporating locus equations.},
year = {1994},
journal = {Signal Process.},
author = {{Li Deng 001}}
}
@article{journals/taslp/SheikhzadehD94,
title = {Waveform-based speech recognition using hidden filter models: parameter selection and sensitivity to power normalization.},
year = {1994},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Hamid Sheikhzadeh} and {Li Deng 001}}
}
@inproceedings{conf/icassp/ChengalvarayanD95,
title = {Use of generalized dynamic feature parameters for speech recognition: maximum likelihood and minimum classification error approaches.},
year = {1995},
booktitle = {ICASSP},
author = {{Rathinavelu Chengalvarayan} and {Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {1995 International Conference on Acoustics, Speech, and Signal Processing, ICASSP '95, Detroit, Michigan, USA, May 08-12, 1995}
}
@inproceedings{conf/icassp/DengNS95,
title = {Improved speech modeling and recognition using multi-dimensional articulatory states as primitive speech units.},
year = {1995},
booktitle = {ICASSP},
author = {{Li Deng 001} and {J. Nu} and {Hossein Sameti}},
publisher = {IEEE Computer Society},
booktitle = {1995 International Conference on Acoustics, Speech, and Signal Processing, ICASSP '95, Detroit, Michigan, USA, May 08-12, 1995}
}
@inproceedings{conf/icassp/SunD95,
title = {Analysis of acoustic-phonetic variations in fluent speech using TIMIT.},
year = {1995},
booktitle = {ICASSP},
author = {{Don X. Sun} and {Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {1995 International Conference on Acoustics, Speech, and Signal Processing, ICASSP '95, Detroit, Michigan, USA, May 08-12, 1995}
}
@inproceedings{conf/interspeech/RamsayD95,
title = {Maximum-likelihood estimation for articulatory speech recognition using a stochastic target model.},
year = {1995},
booktitle = {EUROSPEECH},
author = {{Gordon Ramsay} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {Fourth European Conference on Speech Communication and Technology, EUROSPEECH 1995, Madrid, Spain, September 18-21, 1995}
}
@article{journals/csl/DengC95,
title = {A Markov model containing state-conditioned second-order non-stationarity: application to speech recognition.},
year = {1995},
journal = {Comput. Speech Lang.},
author = {{Li Deng 001} and {Rathinavelu Chengalvarayan}}
}
@article{journals/spl/RamsayD95,
title = {Tracking nonstationary targets using a dynamical system with Markov-modulated parameters.},
year = {1995},
journal = {IEEE Signal Process. Lett.},
author = {{Gordon Ramsay} and {Li Deng 001}}
}
@inproceedings{conf/icassp/RathinaveluD96,
title = {HMM-based speech recognition using state-dependent, linear transforms on Mel-warped DFT features.},
year = {1996},
booktitle = {ICASSP},
author = {{Chengalv Rathinavelu} and {Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings, ICASSP '96, Atlanta, Georgia, USA, May 7-10, 1996}
}
@inproceedings{conf/interspeech/DengSJT96,
title = {Simulation of disordered speech using a frequency-domain vocal tract model.},
year = {1996},
booktitle = {ICSLP},
author = {{Li Deng 001} and {Xuemin Shen} and {Donald G. Jamieson} and {J. Till}},
publisher = {ISCA},
booktitle = {The 4th International Conference on Spoken Language Processing, Philadelphia, PA, USA, October 3-6, 1996}
}
@inproceedings{conf/interspeech/DengW96,
title = {Hierarchical partition of the articulatory state space for overlapping-feature based speech recognition.},
year = {1996},
booktitle = {ICSLP},
author = {{Li Deng 001} and {Jim Jian-Xiong Wu}},
publisher = {ISCA},
booktitle = {The 4th International Conference on Spoken Language Processing, Philadelphia, PA, USA, October 3-6, 1996}
}
@inproceedings{conf/interspeech/JamiesonDPPT96,
title = {Interaction of speech disorders with speech coders: effects on speech intelligibility.},
year = {1996},
booktitle = {ICSLP},
author = {{Donald G. Jamieson} and {Li Deng 001} and {M. Price} and {Vijay Parsa} and {J. Till}},
publisher = {ISCA},
booktitle = {The 4th International Conference on Spoken Language Processing, Philadelphia, PA, USA, October 3-6, 1996}
}
@inproceedings{conf/interspeech/RamsayD96,
title = {Optimal filtering and smoothing for speech recognition using a stochastic target model.},
year = {1996},
booktitle = {ICSLP},
author = {{Gordon Ramsay} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {The 4th International Conference on Spoken Language Processing, Philadelphia, PA, USA, October 3-6, 1996}
}
@inproceedings{conf/interspeech/RathinaveluD96,
title = {The trended HMM with discriminative training for phonetic classification.},
year = {1996},
booktitle = {ICSLP},
author = {{Rathinavelu Chengalvarayan} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {The 4th International Conference on Spoken Language Processing, Philadelphia, PA, USA, October 3-6, 1996}
}
@inproceedings{conf/interspeech/ShenDY96,
title = {H-infinity filtering for speech enhancement.},
year = {1996},
booktitle = {ICSLP},
author = {{Xuemin Shen} and {Li Deng 001} and {Anisa Yasmin}},
publisher = {ISCA},
booktitle = {The 4th International Conference on Spoken Language Processing, Philadelphia, PA, USA, October 3-6, 1996}
}
@inproceedings{conf/interspeech/WuDC96,
title = {Modeling context-dependent phonetic units in a continuous speech recognition system for Mandarin Chinese.},
year = {1996},
booktitle = {ICSLP},
author = {{Jim Jian-Xiong Wu} and {Li Deng 001} and {Jacky Chan}},
publisher = {ISCA},
booktitle = {The 4th International Conference on Spoken Language Processing, Philadelphia, PA, USA, October 3-6, 1996}
}
@article{journals/sigpro/Deng96a,
title = {Transiems as dynamically defined, sub-phonemic units of speech: A computational model.},
year = {1996},
journal = {Signal Process.},
author = {{Li Deng 001}}
}
@article{journals/sigpro/DengR96,
title = {Construction of state-dependent dynamic parameters using the maximum likelihood approach: Applications to speech recognition.},
year = {1996},
journal = {Signal Process.},
author = {{Li Deng 001} and {Chengalv Rathinavelu}}
}
@article{journals/sigpro/ShenD96,
title = {Decomposition solution of H∞ filter gain in singularly perturbed systems.},
year = {1996},
journal = {Signal Process.},
author = {{Xuemin Shen} and {Li Deng 001}}
}
@article{journals/taslp/DengS96,
title = {Transitional speech units and their representation by regressive Markov states: applications to speech recognition.},
year = {1996},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001} and {Hossein Sameti}}
}
@inproceedings{conf/icassp/Deng97,
title = {Integrated-multilingual speech recognition using universal phonological features in a functional speech production model.},
year = {1997},
booktitle = {ICASSP},
author = {{Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '97, Munich, Germany, April 21-24, 1997}
}
@inproceedings{conf/icassp/RathinaveluD97,
title = {Speaker adaptation experiments using nonstationary-state hidden Markov models: a MAP approach.},
year = {1997},
booktitle = {ICASSP},
author = {{Chengalv Rathinavelu} and {Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '97, Munich, Germany, April 21-24, 1997}
}
@article{journals/sigpro/DengS97,
title = {Maximum likelihood in statistical estimation of dynamic systems: Decomposition algorithm and simulation results.},
year = {1997},
journal = {Signal Process.},
author = {{Li Deng 001} and {Xuemin Shen}}
}
@article{journals/speech/Deng97,
title = {Speech recognition using autosegmental representation of phonological units with interface to the trended HMM.},
year = {1997},
journal = {Speech Commun.},
author = {{Li Deng 001}}
}
@article{journals/speech/DengRS97,
title = {Production models as a structural basis for automatic speech recognition.},
year = {1997},
journal = {Speech Commun.},
author = {{Li Deng 001} and {Gordon Ramsay} and {Don X. Sun}}
}
@article{journals/taslp/ChengalvarayanD97,
title = {Use of generalized dynamic feature parameters for speech recognition.},
year = {1997},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Rathinavelu Chengalvarayan} and {Li Deng 001}}
}
@article{journals/taslp/ChengalvarayanD97a,
title = {HMM-based speech recognition using state-dependent, discriminatively derived transforms on mel-warped DFT features.},
year = {1997},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Rathinavelu Chengalvarayan} and {Li Deng 001}}
}
@article{journals/tsp/ShenD97,
title = {Game theory approach to discrete H∞ filter design.},
year = {1997},
journal = {IEEE Trans. Signal Process.},
author = {{Xuemin Shen} and {Li Deng 001}}
}
@inproceedings{conf/interspeech/SunD98,
title = {Use of high-level linguistic constraints for constructing feature-based phonological model in speech recognition.},
year = {1998},
booktitle = {ICSLP},
author = {{Jiping Sun} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {The 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November - 4th December 1998}
}
@article{journals/speech/Deng98,
title = {A dynamic, feature-based approach to the interface between phonology and phonetics for speech modeling and recognition.},
year = {1998},
journal = {Speech Commun.},
author = {{Li Deng 001}}
}
@article{journals/taslp/ChengalvarayanD98,
title = {Speech trajectory discrimination using the minimum classification error learning.},
year = {1998},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Rathinavelu Chengalvarayan} and {Li Deng 001}}
}
@article{journals/taslp/SametiSDB98,
title = {HMM-based strategies for enhancement of speech signals embedded in nonstationary noise.},
year = {1998},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Hossein Sameti} and {Hamid Sheikhzadeh} and {Li Deng 001} and {Robert L. Brennan}}
}
@article{journals/taslp/SheikhzadehD98,
title = {Speech analysis and recognition using interval statistics generated from a composite auditory model.},
year = {1998},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Hamid Sheikhzadeh} and {Li Deng 001}}
}
@inproceedings{conf/icassp/YasminFD99,
title = {Speech enhancement using voice source models.},
year = {1999},
booktitle = {ICASSP},
author = {{Anisa Yasmin} and {Paul W. Fieguth} and {Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '99, Phoenix, Arizona, USA, March 15-19, 1999}
}
@inproceedings{conf/interspeech/DengM99,
title = {A statistical coarticulatory model for the hidden vocal-tract-resonance dynamics.},
year = {1999},
booktitle = {EUROSPEECH},
author = {{Li Deng 001} and {Jeff Z. Ma}},
publisher = {ISCA},
booktitle = {Sixth European Conference on Speech Communication and Technology, EUROSPEECH 1999, Budapest, Hungary, September 5-9, 1999}
}
@inproceedings{conf/interspeech/MaD99,
title = {Optimization of dynamic regimes in a statistical hidden dynamic model for conversational speech recognition.},
year = {1999},
booktitle = {EUROSPEECH},
author = {{Jeff Z. Ma} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {Sixth European Conference on Speech Communication and Technology, EUROSPEECH 1999, Budapest, Hungary, September 5-9, 1999}
}
@article{journals/csl/SheikhzadehD99,
title = {A layered neural network interfaced with a cochlear model for the study of speech encoding in the auditory system.},
year = {1999},
journal = {Comput. Speech Lang.},
author = {{Hamid Sheikhzadeh} and {Li Deng 001}}
}
@article{journals/taslp/ShenD99,
title = {A dynamic system approach to speech enhancement using the H∞ filtering algorithm.},
year = {1999},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Xuemin Shen} and {Li Deng 001}}
}
@inproceedings{conf/interspeech/AceroDKZ00,
title = {HMM adaptation using vector taylor series for noisy speech recognition.},
year = {2000},
booktitle = {INTERSPEECH},
author = {{Alex Acero} and {Li Deng 001} and {Trausti T. Kristjansson} and {Jerry Zhang}},
publisher = {ISCA},
booktitle = {Sixth International Conference on Spoken Language Processing, ICSLP 2000 / INTERSPEECH 2000, Beijing, China, October 16-20, 2000}
}
@inproceedings{conf/interspeech/DengAPH00,
title = {Large-vocabulary speech recognition under adverse acoustic environments.},
year = {2000},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {Alex Acero} and {Mike Plumpe} and {Xuedong Huang 001}},
publisher = {ISCA},
booktitle = {Sixth International Conference on Spoken Language Processing, ICSLP 2000 / INTERSPEECH 2000, Beijing, China, October 16-20, 2000}
}
@inproceedings{conf/interspeech/HuangACDDGHJJLMMMMNPWW00,
title = {Mipad: a next generation PDA prototype.},
year = {2000},
booktitle = {INTERSPEECH},
author = {{Xuedong Huang 001} and {Alex Acero} and {Ciprian Chelba} and {Li Deng 001} and {Doug Duchene} and {Joshua Goodman 001} and {Hsiao-Wuen Hon} and {Derek Jacoby} and {Li Jiang} and {Ricky Loynd} and {Milind Mahajan} and {Peter Mau} and {Scott Meredith} and {Salman Mughal} and {Salvado Neto} and {Mike Plumpe} and {Kuansan Wang} and {Ye-Yi Wang}},
publisher = {ISCA},
booktitle = {Sixth International Conference on Spoken Language Processing, ICSLP 2000 / INTERSPEECH 2000, Beijing, China, October 16-20, 2000}
}
@inproceedings{conf/interspeech/JiangD00,
title = {A robust training strategy against extraneous acoustic variations for spontaneous speech recognition.},
year = {2000},
booktitle = {INTERSPEECH},
author = {{Hui Jiang 001} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {Sixth International Conference on Spoken Language Processing, ICSLP 2000 / INTERSPEECH 2000, Beijing, China, October 16-20, 2000}
}
@inproceedings{conf/interspeech/SunJD00,
title = {Data-driven model construction for continuous speech recognition using overlapping articulatory features.},
year = {2000},
booktitle = {INTERSPEECH},
author = {{Jiping Sun} and {Xing Jing} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {Sixth International Conference on Spoken Language Processing, ICSLP 2000 / INTERSPEECH 2000, Beijing, China, October 16-20, 2000}
}
@inproceedings{conf/interspeech/SunTD00,
title = {A robust speech understanding system using conceptual relational grammar.},
year = {2000},
booktitle = {INTERSPEECH},
author = {{Jiping Sun} and {Roberto Togneri} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {Sixth International Conference on Spoken Language Processing, ICSLP 2000 / INTERSPEECH 2000, Beijing, China, October 16-20, 2000}
}
@inproceedings{conf/nips/AttiasPAD00,
title = {Speech Denoising and Dereverberation Using Probabilistic Models.},
year = {2000},
booktitle = {NIPS},
author = {{Hagai Attias} and {John C. Platt} and {Alex Acero} and {Li Deng 001}},
publisher = {MIT Press},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems (NIPS) 2000, Denver, CO, USA}
}
@article{journals/csl/MaD00,
title = {A path-stack algorithm for optimizing dynamic regimes in a statistical hidden dynamic model of speech.},
year = {2000},
journal = {Comput. Speech Lang.},
author = {{Jeff Z. Ma} and {Li Deng 001}}
}
@inproceedings{conf/icassp/DengAJDH01,
title = {High-performance robust speech recognition using stereo training data.},
year = {2001},
booktitle = {ICASSP},
author = {{Li Deng 001} and {Alex Acero} and {Li Jiang} and {Jasha Droppo} and {Xuedong Huang 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt Lake City, Utah, USA, Proceedings}
}
@inproceedings{conf/icassp/DroppoAD01,
title = {Efficient on-line acoustic environment estimation for FCDCN in a continuous speech recognition system.},
year = {2001},
booktitle = {ICASSP},
author = {{Jasha Droppo} and {Alex Acero} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt Lake City, Utah, USA, Proceedings}
}
@inproceedings{conf/icassp/HuangACDDDGHJJLMMMMNPSVWW01,
title = {MiPad: a multimodal interaction prototype.},
year = {2001},
booktitle = {ICASSP},
author = {{Xuedong Huang 001} and {Alex Acero} and {Ciprian Chelba} and {Li Deng 001} and {Jasha Droppo} and {Doug Duchene} and {Joshua Goodman 001} and {Hsiao-Wuen Hon} and {Derek Jacoby} and {Li Jiang} and {Ricky Loynd} and {Milind Mahajan} and {Peter Mau} and {Scott Meredith} and {Salman Mughal} and {Salvado Neto} and {Mike Plumpe} and {Kuansan Steury} and {Gina Venolia} and {Kuansan Wang} and {Ye-Yi Wang}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt Lake City, Utah, USA, Proceedings}
}
@inproceedings{conf/icassp/KristjanssonFDA01,
title = {Towards non-stationary model-based noise adaptation for large vocabulary speech recognition.},
year = {2001},
booktitle = {ICASSP},
author = {{Trausti T. Kristjansson} and {Brendan J. Frey} and {Li Deng 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt Lake City, Utah, USA, Proceedings}
}
@inproceedings{conf/icassp/LeeFD01,
title = {A functional articulatory dynamic model for speech production.},
year = {2001},
booktitle = {ICASSP},
author = {{Leo J. Lee} and {Paul W. Fieguth} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt Lake City, Utah, USA, Proceedings}
}
@inproceedings{conf/icassp/TogneriD01,
title = {An EKF-based algorithm for learning statistical hidden dynamic model parameters for phonetic recognition.},
year = {2001},
booktitle = {ICASSP},
author = {{Roberto Togneri} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt Lake City, Utah, USA, Proceedings}
}
@inproceedings{conf/interspeech/AttiasDAP01,
title = {A new method for speech denoising and robust speech recognition using probabilistic models for clean speech and for noise.},
year = {2001},
booktitle = {INTERSPEECH},
author = {{Hagai Attias} and {Li Deng 001} and {Alex Acero} and {John C. Platt}},
publisher = {ISCA},
booktitle = {EUROSPEECH 2001 Scandinavia, 7th European Conference on Speech Communication and Technology, 2nd INTERSPEECH Event, Aalborg, Denmark, September 3-7, 2001}
}
@inproceedings{conf/interspeech/DroppoDA01,
title = {Evaluation of the SPLICE algorithm on the Aurora2 database.},
year = {2001},
booktitle = {INTERSPEECH},
author = {{Jasha Droppo} and {Li Deng 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {EUROSPEECH 2001 Scandinavia, 7th European Conference on Speech Communication and Technology, 2nd INTERSPEECH Event, Aalborg, Denmark, September 3-7, 2001}
}
@inproceedings{conf/interspeech/FreyDAK01,
title = {ALGONQUIN: iterating laplace's method to remove multiple types of acoustic distortion for robust speech recognition.},
year = {2001},
booktitle = {INTERSPEECH},
author = {{Brendan J. Frey} and {Li Deng 001} and {Alex Acero} and {Trausti T. Kristjansson}},
publisher = {ISCA},
booktitle = {EUROSPEECH 2001 Scandinavia, 7th European Conference on Speech Communication and Technology, 2nd INTERSPEECH Event, Aalborg, Denmark, September 3-7, 2001}
}
@inproceedings{conf/interspeech/MaD01,
title = {Efficient decoding strategy for conversational speech recognition using state-space models for vocal-tract-resonance dynamics.},
year = {2001},
booktitle = {INTERSPEECH},
author = {{Jeff Z. Ma} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {EUROSPEECH 2001 Scandinavia, 7th European Conference on Speech Communication and Technology, 2nd INTERSPEECH Event, Aalborg, Denmark, September 3-7, 2001}
}
@inproceedings{conf/nips/FreyKDA01,
title = {ALGONQUIN - Learning Dynamic Noise Models From Noisy Speech for Robust Speech Recognition.},
year = {2001},
booktitle = {NIPS},
author = {{Brendan J. Frey} and {Trausti T. Kristjansson} and {Li Deng 001} and {Alex Acero}},
publisher = {MIT Press},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, NIPS 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}
}
@article{journals/sigpro/TogneriMD01,
title = {Parameter estimation of a target-directed dynamic system model with switching states.},
year = {2001},
journal = {Signal Process.},
author = {{Roberto Togneri} and {Jeff Z. Ma} and {Li Deng 001}}
}
@article{journals/taslp/ChengalvarayanD01,
title = {A maximum a posteriori approach to speaker adaptation using the trended hidden Markov model.},
year = {2001},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Rathinavelu Chengalvarayan} and {Li Deng 001}}
}
@article{journals/taslp/JiangD01,
title = {A Bayesian approach to the verification problem: applications to speaker verification.},
year = {2001},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Hui Jiang 001} and {Li Deng 001}}
}
@inproceedings{conf/IEEEmsp/DengAWWHDMH02,
title = {A speech-centric perspective for human-computer interface.},
year = {2002},
booktitle = {IEEE Workshop on Multimedia Signal Processing},
author = {{Li Deng 001} and {Alex Acero} and {Ye-Yi Wang} and {Kuansan Wang} and {Hsiao-Wuen Hon} and {Jasha Droppo} and {Milind Mahajan} and {Xuedong Huang 001}},
publisher = {IEEE},
booktitle = {IEEE 5th Workshop on Multimedia Signal Processing, MMSP 2002, St. Thomas, Virgin Islands, USA, December 9-11, 2002}
}
@inproceedings{conf/icassp/DengDA02,
title = {A Bayesian approach to speech feature enhancement using the dynamic cepstral prior.},
year = {2002},
booktitle = {ICASSP},
author = {{Li Deng 001} and {Jasha Droppo} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2002, May 13-17 2002, Orlando, Florida, USA}
}
@inproceedings{conf/icassp/DroppoAD02,
title = {Uncertainty decoding with SPLICE for noise robust speech recognition.},
year = {2002},
booktitle = {ICASSP},
author = {{Jasha Droppo} and {Alex Acero} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2002, May 13-17 2002, Orlando, Florida, USA}
}
@inproceedings{conf/icassp/MaD02,
title = {A mixture linear model with target-directed dynamics for spontaneous speech recognition.},
year = {2002},
booktitle = {ICASSP},
author = {{Jeff Z. Ma} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2002, May 13-17 2002, Orlando, Florida, USA}
}
@inproceedings{conf/interspeech/AttiasD02,
title = {A new approach to speech enhancement by a microphone array using EM and mixture models.},
year = {2002},
booktitle = {INTERSPEECH},
author = {{Hagai Attias} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {7th International Conference on Spoken Language Processing, ICSLP2002 - INTERSPEECH 2002, Denver, Colorado, USA, September 16-20, 2002}
}
@inproceedings{conf/interspeech/DengDA02,
title = {Sequential MAP noise estimation and a phase-sensitive model of the acoustic environment.},
year = {2002},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {Jasha Droppo} and {Alex Acero}},
publisher = {ISCA},
booktitle = {7th International Conference on Spoken Language Processing, ICSLP2002 - INTERSPEECH 2002, Denver, Colorado, USA, September 16-20, 2002}
}
@inproceedings{conf/interspeech/DengDA02a,
title = {Exploiting variances in robust feature extraction based on a parametric model of speech distortion.},
year = {2002},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {Jasha Droppo} and {Alex Acero}},
publisher = {ISCA},
booktitle = {7th International Conference on Spoken Language Processing, ICSLP2002 - INTERSPEECH 2002, Denver, Colorado, USA, September 16-20, 2002}
}
@inproceedings{conf/interspeech/DroppoAD02,
title = {Noise from corrupted speech log mel-spectral energies.},
year = {2002},
booktitle = {INTERSPEECH},
author = {{Jasha Droppo} and {Alex Acero} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {7th International Conference on Spoken Language Processing, ICSLP2002 - INTERSPEECH 2002, Denver, Colorado, USA, September 16-20, 2002}
}
@inproceedings{conf/interspeech/DroppoDA02,
title = {Evaluation of SPLICE on the Aurora 2 and 3 tasks.},
year = {2002},
booktitle = {INTERSPEECH},
author = {{Jasha Droppo} and {Li Deng 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {7th International Conference on Spoken Language Processing, ICSLP2002 - INTERSPEECH 2002, Denver, Colorado, USA, September 16-20, 2002}
}
@article{journals/sigpro/SametiD02,
title = {Nonstationary-state hidden Markov model representation of speech signals for speech enhancement.},
year = {2002},
journal = {Signal Process.},
author = {{Hossein Sameti} and {Li Deng 001}}
}
@article{journals/taslp/DengWAHDBWJMCH02,
title = {Distributed speech processing in miPad's multimodal user interface.},
year = {2002},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001} and {Kuansan Wang} and {Alex Acero} and {Hsiao-Wuen Hon} and {Jasha Droppo} and {Constantinos Boulis} and {Ye-Yi Wang} and {Derek Jacoby} and {Milind Mahajan} and {Ciprian Chelba} and {Xuedong Huang 001}}
}
@article{journals/taslp/JiangD02,
title = {A robust compensation strategy for extraneous acoustic variations in spontaneous speech recognition.},
year = {2002},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Hui Jiang 001} and {Li Deng 001}}
}
@inproceedings{conf/icassp/BazziAD03,
title = {An expectation maximization approach for formant tracking using a parameter-free non-linear predictor.},
year = {2003},
booktitle = {ICASSP (1)},
author = {{Issam Bazzi} and {Alex Acero} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '03, Hong Kong, April 6-10, 2003}
}
@inproceedings{conf/icassp/DengDA03,
title = {Incremental Bayes learning with prior evolution for tracking nonstationary noise statistics from noisy speech data.},
year = {2003},
booktitle = {ICASSP (1)},
author = {{Li Deng 001} and {Jasha Droppo} and {Alex Acero}},
publisher = {IEEE},
booktitle = {2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '03, Hong Kong, April 6-10, 2003}
}
@inproceedings{conf/icassp/LeeAD03,
title = {Variational inference and learning for segmental switching state space models of hidden speech dynamics.},
year = {2003},
booktitle = {ICASSP (1)},
author = {{Leo J. Lee} and {Hagai Attias} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '03, Hong Kong, April 6-10, 2003}
}
@inproceedings{conf/icassp/SeideZD03,
title = {Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - MAP decoding and evaluation.},
year = {2003},
booktitle = {ICASSP (1)},
author = {{Frank Seide} and {Jian-Lai Zhou} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '03, Hong Kong, April 6-10, 2003}
}
@inproceedings{conf/icassp/ZhouSD03,
title = {Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - model and training.},
year = {2003},
booktitle = {ICASSP (1)},
author = {{Jian-Lai Zhou} and {Frank Seide} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '03, Hong Kong, April 6-10, 2003}
}
@inproceedings{conf/interspeech/DengBA03,
title = {Tracking vocal tract resonances using an analytical nonlinear predictor and a target-guided temporal constraint.},
year = {2003},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {Issam Bazzi} and {Alex Acero}},
publisher = {ISCA},
booktitle = {8th European Conference on Speech Communication and Technology, EUROSPEECH 2003 - INTERSPEECH 2003, Geneva, Switzerland, September 1-4, 2003}
}
@inproceedings{conf/interspeech/DroppoDA03,
title = {A comparison of three non-linear observation models for noisy speech features.},
year = {2003},
booktitle = {INTERSPEECH},
author = {{Jasha Droppo} and {Li Deng 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {8th European Conference on Speech Communication and Technology, EUROSPEECH 2003 - INTERSPEECH 2003, Geneva, Switzerland, September 1-4, 2003}
}
@article{journals/taslp/DengDA03,
title = {Recursive estimation of nonstationary noise using iterative stochastic approximation for robust speech recognition.},
year = {2003},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001} and {Jasha Droppo} and {Alex Acero}}
}
@article{journals/taslp/MaD03,
title = {Efficient decoding strategies for conversational speech recognition using a constrained nonlinear state-space model.},
year = {2003},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Jeff Z. Ma} and {Li Deng 001}}
}
@article{journals/tsp/TogneriD03,
title = {Joint state and parameter estimation for a target-directed nonlinear dynamic system model.},
year = {2003},
journal = {IEEE Trans. Signal Process.},
author = {{Roberto Togneri} and {Li Deng 001}}
}
@inproceedings{conf/icassp/DengLAA04,
title = {A structured speech model with continuous hidden dynamics and prediction-residual training for tracking vocal tract resonances.},
year = {2004},
booktitle = {ICASSP (1)},
author = {{Li Deng 001} and {Leo J. Lee} and {Hagai Attias} and {Alex Acero}},
publisher = {IEEE},
booktitle = {2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2004, Montreal, Quebec, Canada, May 17-21, 2004}
}
@inproceedings{conf/icassp/LeeADF04,
title = {A multimodal variational approach to learning and inference in switching state space models [speech processing application].},
year = {2004},
booktitle = {ICASSP (5)},
author = {{Leo J. Lee} and {Hagai Attias} and {Li Deng 001} and {Paul W. Fieguth}},
publisher = {IEEE},
booktitle = {2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2004, Montreal, Quebec, Canada, May 17-21, 2004}
}
@inproceedings{conf/icassp/ZhangLSADDHZ04,
title = {Multi-sensory microphones for robust speech detection, enhancement and recognition.},
year = {2004},
booktitle = {ICASSP (3)},
author = {{Zhengyou Zhang} and {Zicheng Liu 001} and {Mike Sinclair} and {Alex Acero} and {Li Deng 001} and {Jasha Droppo} and {Xuedong Huang 001} and {Yanli Zheng}},
publisher = {IEEE},
booktitle = {2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2004, Montreal, Quebec, Canada, May 17-21, 2004}
}
@inproceedings{conf/interspeech/DengDA04,
title = {A quantitative model for formant dynamics and contextually assimilated reduction in fluent speech.},
year = {2004},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {Yu Dong} and {Alex Acero}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2004 - ICSLP, 8th International Conference on Spoken Language Processing, Jeju Island, Korea, October 4-8, 2004}
}
@inproceedings{conf/interspeech/DengT04,
title = {Use of neural network mapping and extended kalman filter to recover vocal tract resonances from the MFCC parameters of speech.},
year = {2004},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {Roberto Togneri}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2004 - ICSLP, 8th International Conference on Spoken Language Processing, Jeju Island, Korea, October 4-8, 2004}
}
@inproceedings{conf/interspeech/YuHMAD04,
title = {Unsupervised learning from users' error correction in speech dictation.},
year = {2004},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Mei-Yuh Hwang} and {Peter Mau} and {Alex Acero} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2004 - ICSLP, 8th International Conference on Spoken Language Processing, Jeju Island, Korea, October 4-8, 2004}
}
@inproceedings{conf/mmsp/DengLZA04,
title = {Nonlinear information fusion in multi-sensor processing - extracting and exploiting hidden dynamics of speech captured by a bone-conductive microphone.},
year = {2004},
booktitle = {MMSP},
author = {{Li Deng 001} and {Zicheng Liu 001} and {Zhengyou Zhang} and {Alejandro Acero}},
publisher = {IEEE},
booktitle = {IEEE 6th Workshop on Multimedia Signal Processing, MMSP 2004, 29 September-1 October 2004, Siena, Italy}
}
@article{journals/cacm/DengH04,
title = {Challenges in adopting speech recognition.},
year = {2004},
journal = {Commun. ACM},
author = {{Li Deng 001} and {Xuedong Huang 001}}
}
@article{journals/csl/MaD04,
title = {A mixed-level switching dynamic system for continuous speech recognition.},
year = {2004},
journal = {Comput. Speech Lang.},
author = {{Jeff Z. Ma} and {Li Deng 001}}
}
@article{journals/taslp/DengDA04,
title = {Enhancement of log Mel power spectra of speech using a phase-sensitive model of the acoustic environment and sequential estimation of the corrupting noise.},
year = {2004},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001} and {Jasha Droppo} and {Alex Acero}}
}
@article{journals/taslp/DengDA04a,
title = {Estimating cepstrum of speech under the presence of noise using a joint prior of static and dynamic features.},
year = {2004},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001} and {Jasha Droppo} and {Alex Acero}}
}
@article{journals/taslp/MaD04,
title = {Target-directed mixture dynamic models for spontaneous speech recognition.},
year = {2004},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Jeff Z. Ma} and {Li Deng 001}}
}
@article{journals/vlsisp/DengWWAHDBMH04,
title = {Speech and Language Processing for Multimodal Human-Computer Interaction.},
year = {2004},
journal = {J. VLSI Signal Process.},
author = {{Li Deng 001} and {Ye-Yi Wang} and {Kuansan Wang} and {Alex Acero} and {Hsiao-Wuen Hon} and {Jasha Droppo} and {Constantinos Boulis} and {Milind Mahajan} and {Xuedong Huang 001}}
}
@inproceedings{conf/icassp/DengLYA05,
title = {A Hidden Trajectory Model with Bi-directional Target-Filtering: Cascaded vs. Integrated Implementation for Phonetic Recognition.},
year = {2005},
booktitle = {ICASSP (1)},
author = {{Li Deng 001} and {Xiang Li} and {Dong Yu 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05, Philadelphia, Pennsylvania, USA, March 18-23, 2005}
}
@inproceedings{conf/icmcs/SubramanyaDLZ05,
title = {Multi-sensory speech processing: incorporating automatically extracted hidden dynamic information.},
year = {2005},
booktitle = {ICME},
author = {{Amarnag Subramanya} and {Li Deng 001} and {Zicheng Liu 001} and {Zhengyou Zhang}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, ICME 2005, July 6-9, 2005, Amsterdam, The Netherlands}
}
@inproceedings{conf/interspeech/DengYA05,
title = {Learning statistically characterized resonance targets in a hidden trajectory model of speech coarticulation and reduction.},
year = {2005},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {Dong Yu 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2005 - Eurospeech, 9th European Conference on Speech Communication and Technology, Lisbon, Portugal, September 4-8, 2005}
}
@inproceedings{conf/interspeech/YuDA05,
title = {Evaluation of a long-contextual-Span hidden trajectory model and phonetic recognizer using a* lattice search.},
year = {2005},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Li Deng 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2005 - Eurospeech, 9th European Conference on Speech Communication and Technology, Lisbon, Portugal, September 4-8, 2005}
}
@article{journals/spl/DengWDA05,
title = {Analysis and comparison of two speech feature extraction/compensation algorithms.},
year = {2005},
journal = {IEEE Signal Process. Lett.},
author = {{Li Deng 001} and {Jian Wu 027} and {Jasha Droppo} and {Alex Acero}}
}
@article{journals/spm/DengWC05,
title = {Speech technology and systems in human-machine communication [from the Guest Editors].},
year = {2005},
journal = {IEEE Signal Process. Mag.},
author = {{Li Deng 001} and {Kuansan Wang} and {Wu Chou}}
}
@article{journals/spm/WangDA05,
title = {Spoken language understanding.},
year = {2005},
journal = {IEEE Signal Process. Mag.},
author = {{Ye-Yi Wang} and {Li Deng 001} and {Alex Acero}}
}
@article{journals/taslp/DengDA05,
title = {Dynamic compensation of HMM variances using the feature enhancement uncertainty computed from a parametric model of speech distortion.},
year = {2005},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001} and {Jasha Droppo} and {Alex Acero}}
}
@article{journals/vlsisp/DengY05,
title = {A Speech-Centric Perspective for Human-Computer Interface: A Case Study.},
year = {2005},
journal = {J. VLSI Signal Process.},
author = {{Li Deng 001} and {Dong Yu 001}}
}
@inproceedings{conf/interspeech/LiDYA06,
title = {A time-synchronous phonetic decoder for a long-contextual-Span hidden trajectory model.},
year = {2006},
booktitle = {INTERSPEECH},
author = {{Xiaolong Li} and {Li Deng 001} and {Dong Yu 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2006 - ICSLP, Ninth International Conference on Spoken Language Processing, Pittsburgh, PA, USA, September 17-21, 2006}
}
@inproceedings{conf/interspeech/YuDHA06,
title = {Use of incrementally regulated discriminative margins in MCE training for speech recognition.},
year = {2006},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Li Deng 001} and {Xiaodong He 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2006 - ICSLP, Ninth International Conference on Spoken Language Processing, Pittsburgh, PA, USA, September 17-21, 2006}
}
@inproceedings{conf/mmsp/HeDC06,
title = {A Novel Learning Method for Hidden Markov Models in Speech and Audio Processing.},
year = {2006},
booktitle = {MMSP},
author = {{Xiaodong He 001} and {Li Deng 001} and {Wu Chou}},
publisher = {IEEE},
booktitle = {IEEE 8th Workshop on Multimedia Signal Processing, MMSP 2006, Victoria, BC, Canada, October 3-6, 2006}
}
@article{journals/speech/TogneriD06,
title = {A state-space model with neural-network prediction for recovering vocal tract resonances in fluent speech from Mel-cepstral coefficients.},
year = {2006},
journal = {Speech Commun.},
author = {{Roberto Togneri} and {Li Deng 001}}
}
@article{journals/speech/YuDA06,
title = {A lattice search technique for a long-contextual-span hidden trajectory model of speech.},
year = {2006},
journal = {Speech Commun.},
author = {{Dong Yu 001} and {Li Deng 001} and {Alex Acero}}
}
@article{journals/taslp/DengAB06,
title = {Tracking vocal tract resonances using a quantized nonlinear function embeddedin a temporal constraint.},
year = {2006},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001} and {Alex Acero} and {Issam Bazzi}}
}
@article{journals/taslp/DengYA06,
title = {A bidirectional target-filtering model of speech coarticulation and reduction: two-stage implementation for phonetic recognition.},
year = {2006},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001} and {Dong Yu 001} and {Alex Acero}}
}
@article{journals/taslp/DengYA06a,
title = {Structured speech modeling.},
year = {2006},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001} and {Dong Yu 001} and {Alex Acero}}
}
@book{series/synthesis/2006Deng,
title = {Dynamic Speech Models: Theory, Algorithms, and Applications},
year = {2006},
isbn = {978-3-031-02555-6},
publisher = {Morgan & Claypool Publishers},
booktitle = {Dynamic Speech Models},
series = {Synthesis Lectures on Speech and Audio Processing},
author = {{Li Deng 001}}
}
@inproceedings{conf/asru/Deng07,
title = {Roles of high-fidelity acoustic modeling in robust speech recognition.},
year = {2007},
booktitle = {ASRU},
author = {{Li Deng 001}},
publisher = {IEEE},
booktitle = {IEEE Workshop on Automatic Speech Recognition & Understanding, ASRU 2007, Kyoto, Japan, December 9-13, 2007}
}
@inproceedings{conf/asru/LiDYGA07,
title = {High-performance hmm adaptation with joint compensation of additive and convolutive distortions via Vector Taylor Series.},
year = {2007},
booktitle = {ASRU},
author = {{Jinyu Li 001} and {Li Deng 001} and {Dong Yu 001} and {Yifan Gong 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {IEEE Workshop on Automatic Speech Recognition & Understanding, ASRU 2007, Kyoto, Japan, December 9-13, 2007}
}
@inproceedings{conf/icassp/DengY07,
title = {Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition.},
year = {2007},
booktitle = {ICASSP (4)},
author = {{Li Deng 001} and {Dong Yu 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2007, Honolulu, Hawaii, USA, April 15-20, 2007}
}
@inproceedings{conf/icassp/LiJDA07,
title = {Efficient and Robust Language Modeling in an Automatic Children's Reading Tutor System.},
year = {2007},
booktitle = {ICASSP (4)},
author = {{Xiaolong Li} and {Yun-Cheng Ju} and {Li Deng 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2007, Honolulu, Hawaii, USA, April 15-20, 2007}
}
@inproceedings{conf/icassp/YamanDYWA07,
title = {A Discriminative Training Framework using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification.},
year = {2007},
booktitle = {ICASSP (4)},
author = {{Sibel Yaman} and {Li Deng 001} and {Dong Yu 001} and {Ye-Yi Wang} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2007, Honolulu, Hawaii, USA, April 15-20, 2007}
}
@inproceedings{conf/icassp/YuDHA07,
title = {Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks.},
year = {2007},
booktitle = {ICASSP (4)},
author = {{Dong Yu 001} and {Li Deng 001} and {Xiaodong He 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2007, Honolulu, Hawaii, USA, April 15-20, 2007}
}
@inproceedings{conf/interspeech/DengS07,
title = {Structure-based and template-based automatic speech recognition - comparing parametric and non-parametric approaches.},
year = {2007},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {Helmer Strik}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2007, 8th Annual Conference of the International Speech Communication Association, Antwerp, Belgium, August 27-31, 2007}
}
@inproceedings{conf/interspeech/QianHD07,
title = {Phone-discriminating minimum classification error (p-MCE) training for phonetic recognition.},
year = {2007},
booktitle = {INTERSPEECH},
author = {{Qian Qian} and {Xiaodong He 001} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2007, 8th Annual Conference of the International Speech Communication Association, Antwerp, Belgium, August 27-31, 2007}
}
@inproceedings{conf/interspeech/TogneriD07,
title = {A structured speech model parameterized by recursive dynamics and neural networks.},
year = {2007},
booktitle = {INTERSPEECH},
author = {{Roberto Togneri} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2007, 8th Annual Conference of the International Speech Communication Association, Antwerp, Belgium, August 27-31, 2007}
}
@inproceedings{conf/interspeech/YuDA07,
title = {Handling phonetic context and speaker variation in a structure-based speech recognizer.},
year = {2007},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Li Deng 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2007, 8th Annual Conference of the International Speech Communication Association, Antwerp, Belgium, August 27-31, 2007}
}
@inproceedings{conf/semco/YuD07,
title = {Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition.},
year = {2007},
booktitle = {ICSC},
author = {{Dong Yu 001} and {Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), September 17-19, 2007, Irvine, California, USA}
}
@article{journals/csl/YuDA07,
title = {Speaker-adaptive learning of resonance targets in a hidden trajectory model of speech coarticulation.},
year = {2007},
journal = {Comput. Speech Lang.},
author = {{Dong Yu 001} and {Li Deng 001} and {Alex Acero}}
}
@article{journals/prl/HeD07,
title = {A new look at discriminative training for hidden Markov models.},
year = {2007},
journal = {Pattern Recognit. Lett.},
author = {{Xiaodong He 001} and {Li Deng 001}}
}
@article{journals/taslp/DengLAA07,
title = {Adaptive Kalman Filtering and Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model.},
year = {2007},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001} and {Leo J. Lee} and {Hagai Attias} and {Alex Acero}}
}
@article{journals/tc/GuidoDM07,
title = {Guest Editors' Introduction: Special Section on Emergent Systems, Algorithms and Architectures for Speech-Based Human-Machine Interaction.},
year = {2007},
journal = {IEEE Trans. Computers},
author = {{Rodrigo Capobianco Guido} and {Li Deng 001} and {Shoji Makino}}
}
@inproceedings{conf/icassp/LiDYGA08,
title = {HMM adaptation using a phase-sensitive acoustic distortion model for environment-robust speech recognition.},
year = {2008},
booktitle = {ICASSP},
author = {{Jinyu Li 001} and {Li Deng 001} and {Dong Yu 001} and {Yifan Gong 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, USA}
}
@inproceedings{conf/icassp/LiDYWGA08,
title = {Adaptation of compressed HMM parameters for resource-constrained speech recognition.},
year = {2008},
booktitle = {ICASSP},
author = {{Jinyu Li 001} and {Li Deng 001} and {Dong Yu 001} and {Jian Wu 027} and {Yifan Gong 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, USA}
}
@inproceedings{conf/icassp/YuDDWGA08,
title = {A minimum-mean-square-error noise reduction algorithm on Mel-frequency cepstra for robust speech recognition.},
year = {2008},
booktitle = {ICASSP},
author = {{Dong Yu 001} and {Li Deng 001} and {Jasha Droppo} and {Jian Wu 027} and {Yifan Gong 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, USA}
}
@inproceedings{conf/interspeech/LiDJA08,
title = {Automatic children's reading tutor on hand-held devices.},
year = {2008},
booktitle = {INTERSPEECH},
author = {{Xiaolong Li} and {Li Deng 001} and {Yun-Cheng Ju} and {Alex Acero}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2008, 9th Annual Conference of the International Speech Communication Association, Brisbane, Australia, September 22-26, 2008}
}
@inproceedings{conf/interspeech/YuDGA08,
title = {Discriminative training of variable-parameter HMMs for noise robust speech recognition.},
year = {2008},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Li Deng 001} and {Yifan Gong 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2008, 9th Annual Conference of the International Speech Communication Association, Brisbane, Australia, September 22-26, 2008}
}
@inproceedings{conf/interspeech/YuDGA08a,
title = {Parameter clustering and sharing in variable-parameter HMMs for noise robust speech recognition.},
year = {2008},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Li Deng 001} and {Yifan Gong 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2008, 9th Annual Conference of the International Speech Communication Association, Brisbane, Australia, September 22-26, 2008}
}
@inproceedings{conf/iscslp/YuDWGA08,
title = {Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition.},
year = {2008},
booktitle = {ISCSLP},
author = {{Dong Yu 001} and {Li Deng 001} and {Jian Wu 027} and {Yifan Gong 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {6th International Symposium on Chinese Spoken Language Processing, ISCSLP 2008, 16-19 December, 2008, Kunming, China}
}
@article{journals/csl/YuDHA08,
title = {Large-margin minimum classification error training: A theoretical risk minimization perspective.},
year = {2008},
journal = {Comput. Speech Lang.},
author = {{Dong Yu 001} and {Li Deng 001} and {Xiaodong He 001} and {Alex Acero}}
}
@article{journals/spm/HeDC08,
title = {Discriminative learning in sequential pattern recognition.},
year = {2008},
journal = {IEEE Signal Process. Mag.},
author = {{Xiaodong He 001} and {Li Deng 001} and {Wu Chou}}
}
@article{journals/taslp/YamanDYWA08,
title = {An Integrative and Discriminative Technique for Spoken Utterance Classification.},
year = {2008},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Sibel Yaman} and {Li Deng 001} and {Dong Yu 001} and {Ye-Yi Wang} and {Alex Acero}}
}
@article{journals/taslp/YuDDWGA08,
title = {Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor.},
year = {2008},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Dong Yu 001} and {Li Deng 001} and {Jasha Droppo} and {Jian Wu 027} and {Yifan Gong 001} and {Alex Acero}}
}
@book{series/synthesis/2008He,
title = {Discriminative Learning for Speech Recognition: Theory and Practice},
year = {2008},
isbn = {978-3-031-02557-0},
publisher = {Morgan & Claypool Publishers},
booktitle = {Discriminative Learning for Speech Recognition},
series = {Synthesis Lectures on Speech and Audio Processing},
author = {{Xiaodong He 001} and {Li Deng 001}}
}
@inproceedings{conf/icassp/LinDYGAL09,
title = {A study on multilingual acoustic modeling for large vocabulary ASR.},
year = {2009},
booktitle = {ICASSP},
author = {{Hui Lin} and {Li Deng 001} and {Dong Yu 001} and {Yifan Gong 001} and {Alex Acero} and {Chin-Hui Lee}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, 19-24 April 2009, Taipei, Taiwan}
}
@inproceedings{conf/icassp/VaradarajanYDA09,
title = {Using collective information in semi-supervised learning for speech recognition.},
year = {2009},
booktitle = {ICASSP},
author = {{Balakrishnan Varadarajan} and {Dong Yu 001} and {Li Deng 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, 19-24 April 2009, Taipei, Taiwan}
}
@inproceedings{conf/icassp/VaradarajanYDA09a,
title = {Maximizing global entropy reduction for active learning in speech recognition.},
year = {2009},
booktitle = {ICASSP},
author = {{Balakrishnan Varadarajan} and {Dong Yu 001} and {Li Deng 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, 19-24 April 2009, Taipei, Taiwan}
}
@inproceedings{conf/icassp/VinyalsDYA09,
title = {Discriminative pronounciation learning using phonetic decoder and minimum-classification-error criterion.},
year = {2009},
booktitle = {ICASSP},
author = {{Oriol Vinyals} and {Li Deng 001} and {Dong Yu 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, 19-24 April 2009, Taipei, Taiwan}
}
@inproceedings{conf/icassp/YuDLWGA09,
title = {Cross-lingual speech recognition under runtime resource constraints.},
year = {2009},
booktitle = {ICASSP},
author = {{Dong Yu 001} and {Li Deng 001} and {Peng Liu} and {Jian Wu 027} and {Yifan Gong 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, 19-24 April 2009, Taipei, Taiwan}
}
@inproceedings{conf/icmcs/Deng09,
title = {Rethinking of computation for future-generation, knowledge-rich speech recognition and understanding.},
year = {2009},
booktitle = {ICME},
author = {{Li Deng 001}},
publisher = {IEEE},
booktitle = {Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, ICME 2009, June 28 - July 2, 2009, New York City, NY, USA}
}
@inproceedings{conf/interspeech/YuDA09,
title = {Hidden conditional random field with distribution constraints for phone classification.},
year = {2009},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Li Deng 001} and {Alex Acero}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2009, 10th Annual Conference of the International Speech Communication Association, Brighton, United Kingdom, September 6-10, 2009}
}
@article{journals/csl/LiDYGA09,
title = {A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions.},
year = {2009},
journal = {Comput. Speech Lang.},
author = {{Jinyu Li 001} and {Li Deng 001} and {Dong Yu 001} and {Yifan Gong 001} and {Alex Acero}}
}
@article{journals/prl/YuDA09,
title = {Using continuous features in the maximum entropy model.},
year = {2009},
journal = {Pattern Recognit. Lett.},
author = {{Dong Yu 001} and {Li Deng 001} and {Alex Acero}}
}
@article{journals/spm/BakerDGKLMO09,
title = {Developments and directions in speech recognition and understanding, Part 1 [DSP Education].},
year = {2009},
journal = {IEEE Signal Process. Mag.},
author = {{Janet M. Baker} and {Li Deng 001} and {James R. Glass} and {Sanjeev Khudanpur} and {Chin-Hui Lee} and {Nelson Morgan} and {Douglas D. O'Shaughnessy}}
}
@article{journals/spm/BakerDKLGMO09,
title = {Updated MINDS report on speech recognition and understanding, Part 2 [DSP Education].},
year = {2009},
journal = {IEEE Signal Process. Mag.},
author = {{Janet M. Baker} and {Li Deng 001} and {Sanjeev Khudanpur} and {Chin-Hui Lee} and {James R. Glass} and {Nelson Morgan} and {Douglas D. O'Shaughnessy}}
}
@article{journals/spm/YuD09,
title = {Solving nonlinear estimation problems using splines [Lecture Notes].},
year = {2009},
journal = {IEEE Signal Process. Mag.},
author = {{Dong Yu 001} and {Li Deng 001}}
}
@article{journals/taslp/YuDGA09,
title = {A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models.},
year = {2009},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Dong Yu 001} and {Li Deng 001} and {Yifan Gong 001} and {Alex Acero}}
}
@inproceedings{conf/icassp/YuD10,
title = {Semantic confidence calibration for spoken dialog applications.},
year = {2010},
booktitle = {ICASSP},
author = {{Dong Yu 001} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, USA}
}
@inproceedings{conf/icassp/YuWKD10,
title = {Language recognition using deep-structured conditional random fields.},
year = {2010},
booktitle = {ICASSP},
author = {{Dong Yu 001} and {Shizhen Wang} and {Zahi N. Karam} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, USA}
}
@inproceedings{conf/icassp/YuWLD10,
title = {Word confidence calibration using a maximum entropy model with constraints on confidence and word distributions.},
year = {2010},
booktitle = {ICASSP},
author = {{Dong Yu 001} and {Shizhen Wang} and {Jinyu Li 001} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, USA}
}
@inproceedings{conf/interspeech/DengSYAMH10,
title = {Binary coding of speech spectrograms using a deep auto-encoder.},
year = {2010},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {Michael L. Seltzer} and {Dong Yu 001} and {Alex Acero} and {Abdel-rahman Mohamed} and {Geoffrey E. Hinton}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2010, 11th Annual Conference of the International Speech Communication Association, Makuhari, Chiba, Japan, September 26-30, 2010}
}
@inproceedings{conf/interspeech/LiYGD10,
title = {Unscented transform with online distortion estimation for HMM adaptation.},
year = {2010},
booktitle = {INTERSPEECH},
author = {{Jinyu Li 001} and {Dong Yu 001} and {Yifan Gong 001} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2010, 11th Annual Conference of the International Speech Communication Association, Makuhari, Chiba, Japan, September 26-30, 2010}
}
@inproceedings{conf/interspeech/MohamedYD10,
title = {Investigation of full-sequence training of deep belief networks for speech recognition.},
year = {2010},
booktitle = {INTERSPEECH},
author = {{Abdel-rahman Mohamed} and {Dong Yu 001} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2010, 11th Annual Conference of the International Speech Communication Association, Makuhari, Chiba, Japan, September 26-30, 2010}
}
@inproceedings{conf/interspeech/YuD10,
title = {Deep-structured hidden conditional random fields for phonetic recognition.},
year = {2010},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2010, 11th Annual Conference of the International Speech Communication Association, Makuhari, Chiba, Japan, September 26-30, 2010}
}
@inproceedings{conf/iwslt/LiDZLCHAGZD10,
title = {The MSRA machine translation system for IWSLT 2010.},
year = {2010},
booktitle = {IWSLT},
author = {{Chi-Ho Li} and {Nan Duan} and {Yinggong Zhao} and {Shujie Liu 001} and {Lei Cui 001} and {Mei-Yuh Hwang} and {Amittai Axelrod} and {Jianfeng Gao} and {Yaodong Zhang} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {2010 International Workshop on Spoken Language Translation, IWSLT 2010, Paris, France, December 2-3, 2010}
}
@article{journals/csl/YuVDA10,
title = {Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion.},
year = {2010},
journal = {Comput. Speech Lang.},
author = {{Dong Yu 001} and {Balakrishnan Varadarajan} and {Li Deng 001} and {Alex Acero}}
}
@article{journals/jstsp/HeDKMB10,
title = {Introduction to the Issue on Statistical Learning Methods for Speech and Language Processing.},
year = {2010},
journal = {IEEE J. Sel. Top. Signal Process.},
author = {{Xiaodong He 001} and {Li Deng 001} and {Roland Kuhn} and {Helen M. Meng} and {Samy Bengio}}
}
@article{journals/jstsp/YuWD10,
title = {Sequential Labeling Using Deep-Structured Conditional Random Fields.},
year = {2010},
journal = {IEEE J. Sel. Top. Signal Process.},
author = {{Dong Yu 001} and {Shizhen Wang} and {Li Deng 001}}
}
@article{journals/spm/XiaoD10,
title = {A Geometric Perspective of Large-Margin Training of Gaussian Models [Lecture Notes].},
year = {2010},
journal = {IEEE Signal Process. Mag.},
author = {{Lin Xiao} and {Li Deng 001}}
}
@incollection{reference/nlp/HuangD10,
title = {An Overview of Modern Speech Recognition.},
year = {2010},
booktitle = {Handbook of Natural Language Processing},
author = {{Xuedong Huang 001} and {Li Deng 001}},
publisher = {Chapman and Hall/CRC},
booktitle = {Handbook of Natural Language Processing, Second Edition.}
}
@incollection{books/daglib/p/Deng11,
title = {Front-End, Back-End, and Hybrid Techniques for Noise-Robust Speech Recognition.},
year = {2011},
booktitle = {Robust Speech Recognition of Uncertain or Missing Data},
author = {{Li Deng 001}},
publisher = {Springer},
booktitle = {Robust Speech Recognition of Uncertain or Missing Data - Theory and Applications.}
}
@inproceedings{conf/icassp/DahlYDA11,
title = {Large vocabulary continuous speech recognition with context-dependent DBN-HMMS.},
year = {2011},
booktitle = {ICASSP},
author = {{George E. Dahl} and {Dong Yu 001} and {Li Deng 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}
}
@inproceedings{conf/icassp/HeDA11,
title = {Why word error rate is not a good metric for speech recognizer training for the speech translation task?},
year = {2011},
booktitle = {ICASSP},
author = {{Xiaodong He 001} and {Li Deng 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}
}
@inproceedings{conf/icassp/ZhangDHA11,
title = {A novel decision function and the associated decision-feedback learning for speech translation.},
year = {2011},
booktitle = {ICASSP},
author = {{Yaodong Zhang} and {Li Deng 001} and {Xiaodong He 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}
}
@inproceedings{conf/interspeech/HeD11,
title = {Robust Speech Translation by Domain Adaptation.},
year = {2011},
booktitle = {INTERSPEECH},
author = {{Xiaodong He 001} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2011, 12th Annual Conference of the International Speech Communication Association, Florence, Italy, August 27-31, 2011}
}
@inproceedings{conf/interspeech/YuD11,
title = {Accelerated Parallelizable Neural Network Learning Algorithm for Speech Recognition.},
year = {2011},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2011, 12th Annual Conference of the International Speech Communication Association, Florence, Italy, August 27-31, 2011}
}
@inproceedings{conf/interspeech/YuD11a,
title = {Deep Convex Net: A Scalable Architecture for Speech Pattern Classification.},
year = {2011},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2011, 12th Annual Conference of the International Speech Communication Association, Florence, Italy, August 27-31, 2011}
}
@inproceedings{conf/iwslt/HeADAHNWH11,
title = {The MSR SYSTEM for IWSLT 2011 evaluation.},
year = {2011},
booktitle = {IWSLT},
author = {{Xiaodong He 001} and {Amittai Axelrod} and {Li Deng 001} and {Alex Acero} and {Mei-Yuh Hwang} and {Alisa Nguyen} and {Andrew Wang} and {Xiahui Huang}},
publisher = {ISCA},
booktitle = {2011 International Workshop on Spoken Language Translation, IWSLT 2011, San Francisco, CA, USA, December 8-9, 2011}
}
@article{journals/spm/Deng11,
title = {New Honor, New Initiatives, and New Impact to Come [From the Editor].},
year = {2011},
journal = {IEEE Signal Process. Mag.},
author = {{Li Deng 001}}
}
@article{journals/spm/Deng11a,
title = {Shining Bright: The Golden Era of Signal Processing [From the Editor].},
year = {2011},
journal = {IEEE Signal Process. Mag.},
author = {{Li Deng 001}}
}
@article{journals/spm/HeD11,
title = {Speech Recognition, Machine Translation, and Speech Translation - A Unified Discriminative Learning Paradigm [Lecture Notes].},
year = {2011},
journal = {IEEE Signal Process. Mag.},
author = {{Xiaodong He 001} and {Li Deng 001}}
}
@article{journals/spm/SchonfeldD11,
title = {Signal Processing Trends in Media, Mobility, and Search [From the Editors].},
year = {2011},
journal = {IEEE Signal Process. Mag.},
author = {{Dan Schonfeld} and {Li Deng 001}}
}
@article{journals/spm/YuD11,
title = {Deep Learning and Its Applications to Signal and Information Processing [Exploratory DSP].},
year = {2011},
journal = {IEEE Signal Process. Mag.},
author = {{Dong Yu 001} and {Li Deng 001}}
}
@inproceedings{conf/acl/HeD12,
title = {Maximum Expected BLEU Training of Phrase and Lexicon Translation Models.},
year = {2012},
booktitle = {ACL (1)},
author = {{Xiaodong He 001} and {Li Deng 001}},
publisher = {The Association for Computer Linguistics},
booktitle = {The 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea - Volume 1: Long Papers}
}
@inproceedings{conf/icassp/AxelrodHDAH12,
title = {New methods and evaluation experiments on translating TED talks in the IWSLT benchmark.},
year = {2012},
booktitle = {ICASSP},
author = {{Amittai Axelrod} and {Xiaodong He 001} and {Li Deng 001} and {Alex Acero} and {Mei-Yuh Hwang}},
publisher = {IEEE},
booktitle = {2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012}
}
@inproceedings{conf/icassp/DengYP12,
title = {Scalable stacking and learning for building deep architectures.},
year = {2012},
booktitle = {ICASSP},
author = {{Li Deng 001} and {Dong Yu 001} and {John C. Platt}},
publisher = {IEEE},
booktitle = {2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012}
}
@inproceedings{conf/icassp/HeD12,
title = {Optimization in speech-centric information processing: Criteria and techniques.},
year = {2012},
booktitle = {ICASSP},
author = {{Xiaodong He 001} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012}
}
@inproceedings{conf/icassp/HutchinsonDY12,
title = {A deep architecture with bilinear modeling of hidden representations: Applications to phonetic recognition.},
year = {2012},
booktitle = {ICASSP},
author = {{Brian Hutchinson} and {Li Deng 001} and {Dong Yu 001}},
publisher = {IEEE},
booktitle = {2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012}
}
@inproceedings{conf/icassp/TurDHH12,
title = {Towards deeper understanding: Deep convex networks for semantic utterance classification.},
year = {2012},
booktitle = {ICASSP},
author = {{Gökhan Tür} and {Li Deng 001} and {Dilek Hakkani-Tür} and {Xiaodong He 001}},
publisher = {IEEE},
booktitle = {2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012}
}
@inproceedings{conf/icassp/YuSDL12,
title = {Boosting attribute and phone estimation accuracies with deep neural networks for detection-based speech recognition.},
year = {2012},
booktitle = {ICASSP},
author = {{Dong Yu 001} and {Sabato Marco Siniscalchi} and {Li Deng 001} and {Chin-Hui Lee 001}},
publisher = {IEEE},
booktitle = {2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012}
}
@inproceedings{conf/icassp/YuSLD12,
title = {Exploiting sparseness in deep neural networks for large vocabulary speech recognition.},
year = {2012},
booktitle = {ICASSP},
author = {{Dong Yu 001} and {Frank Seide} and {Gang Li 012} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012}
}
@inproceedings{conf/interspeech/DengHY12,
title = {Parallel Training for Deep Stacking Networks.},
year = {2012},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {Brian Hutchinson} and {Dong Yu 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2012, 13th Annual Conference of the International Speech Communication Association, Portland, Oregon, USA, September 9-13, 2012}
}
@inproceedings{conf/interspeech/VinyalsD12,
title = {Are Sparse Representations Rich Enough for Acoustic Modeling?},
year = {2012},
booktitle = {INTERSPEECH},
author = {{Oriol Vinyals} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2012, 13th Annual Conference of the International Speech Communication Association, Portland, Oregon, USA, September 9-13, 2012}
}
@inproceedings{conf/interspeech/YuDS12,
title = {Large Vocabulary Speech Recognition Using Deep Tensor Neural Networks.},
year = {2012},
booktitle = {INTERSPEECH},
author = {{Dong Yu 001} and {Li Deng 001} and {Frank Seide}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2012, 13th Annual Conference of the International Speech Communication Association, Portland, Oregon, USA, September 9-13, 2012}
}
@inproceedings{conf/mlslp/Deng12,
title = {Learning deep architectures using kernel modules.},
year = {2012},
booktitle = {MLSLP},
author = {{Li Deng 001}},
publisher = {ISCA},
booktitle = {2012 Symposium on Machine Learning in Speech and Language Processing, MLSLP 2012, Portland, Oregon, USA, September 14, 2012}
}
@inproceedings{conf/nips/VinyalsJDD12,
title = {Learning with Recursive Perceptual Representations.},
year = {2012},
booktitle = {NIPS},
author = {{Oriol Vinyals} and {Yangqing Jia} and {Li Deng 001} and {Trevor Darrell}},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States.}
}
@inproceedings{conf/odyssey/Deng12,
title = {Being deep and being dynamic - new-generation models and methodology for advancing speech technology.},
year = {2012},
booktitle = {Odyssey},
author = {{Li Deng 001}},
publisher = {ISCA},
booktitle = {Odyssey 2012: The Speaker and Language Recognition Workshop, Singapore, June 25-28, 2012}
}
@inproceedings{conf/slt/DengTHH12,
title = {Use of kernel deep convex networks and end-to-end learning for spoken language understanding.},
year = {2012},
booktitle = {SLT},
author = {{Li Deng 001} and {Gökhan Tür} and {Xiaodong He 001} and {Dilek Hakkani-Tür}},
publisher = {IEEE},
booktitle = {2012 IEEE Spoken Language Technology Workshop (SLT), Miami, FL, USA, December 2-5, 2012}
}
@inproceedings{conf/slt/YaoYSSDG12,
title = {Adaptation of context-dependent deep neural networks for automatic speech recognition.},
year = {2012},
booktitle = {SLT},
author = {{Kaisheng Yao} and {Dong Yu 001} and {Frank Seide} and {Hang Su} and {Li Deng 001} and {Yifan Gong 001}},
publisher = {IEEE},
booktitle = {2012 IEEE Spoken Language Technology Workshop (SLT), Miami, FL, USA, December 2-5, 2012}
}
@article{journals/prl/YuD12,
title = {Efficient and effective algorithms for training single-hidden-layer neural networks.},
year = {2012},
journal = {Pattern Recognit. Lett.},
author = {{Dong Yu 001} and {Li Deng 001}}
}
@article{journals/spm/Deng12,
title = {The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web].},
year = {2012},
journal = {IEEE Signal Process. Mag.},
author = {{Li Deng 001}}
}
@article{journals/taslp/DahlYDA12,
title = {Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition.},
year = {2012},
journal = {IEEE Trans. Speech Audio Process.},
author = {{George E. Dahl} and {Dong Yu 001} and {Li Deng 001} and {Alex Acero}}
}
@article{journals/taslp/Deng12,
title = {Inaugural Editorial: Riding the Tidal Wave of Human-Centric Information Processing - Innovate, Outreach, Collaborate, Connect, Expand, and Win.},
year = {2012},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Li Deng 001}}
}
@inproceedings{conf/cikm/HuangHGDAH13,
title = {Learning deep structured semantic models for web search using clickthrough data.},
year = {2013},
booktitle = {CIKM},
author = {{Po-Sen Huang} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001} and {Alex Acero} and {Larry P. Heck}},
publisher = {ACM},
booktitle = {22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013}
}
@inproceedings{conf/icassp/DahlSDY13,
title = {Large-scale malware classification using random projections and neural networks.},
year = {2013},
booktitle = {ICASSP},
author = {{George E. Dahl} and {Jack W. Stokes} and {Li Deng 001} and {Dong Yu 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/DengAY13,
title = {A deep convolutional neural network using heterogeneous pooling for trading acoustic invariance with phonetic confusion.},
year = {2013},
booktitle = {ICASSP},
author = {{Li Deng 001} and {Ossama Abdel-Hamid} and {Dong Yu 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/DengHG13,
title = {Deep stacking networks for information retrieval.},
year = {2013},
booktitle = {ICASSP},
author = {{Li Deng 001} and {Xiaodong He 001} and {Jianfeng Gao}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/DengHK13,
title = {New types of deep neural network learning for speech recognition and related applications: an overview.},
year = {2013},
booktitle = {ICASSP},
author = {{Li Deng 001} and {Geoffrey E. Hinton} and {Brian Kingsbury}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/DengLHYYSSZHWGA13,
title = {Recent advances in deep learning for speech research at Microsoft.},
year = {2013},
booktitle = {ICASSP},
author = {{Li Deng 001} and {Jinyu Li 001} and {Jui-Ting Huang} and {Kaisheng Yao} and {Dong Yu 001} and {Frank Seide} and {Michael L. Seltzer} and {Geoffrey Zweig} and {Xiaodong He 001} and {Jason D. Williams} and {Yifan Gong 001} and {Alex Acero}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/GillenwaterHGD13,
title = {End-to-end learning of parsing models for information retrieval.},
year = {2013},
booktitle = {ICASSP},
author = {{Jennifer Gillenwater} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/HeDHT13,
title = {Multi-style adaptive training for robust cross-lingual spoken language understanding.},
year = {2013},
booktitle = {ICASSP},
author = {{Xiaodong He 001} and {Li Deng 001} and {Dilek Hakkani-Tür} and {Gökhan Tür}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/HuangDHH13,
title = {Random features for Kernel Deep Convex Network.},
year = {2013},
booktitle = {ICASSP},
author = {{Po-Sen Huang} and {Li Deng 001} and {Mark Hasegawa-Johnson} and {Xiaodong He 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/HuangKLGD13,
title = {Predicting speech recognition confidence using deep learning with word identity and score features.},
year = {2013},
booktitle = {ICASSP},
author = {{Po-Sen Huang} and {Kshitiz Kumar} and {Chaojun Liu} and {Yifan Gong 001} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/HuangLYDG13,
title = {Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers.},
year = {2013},
booktitle = {ICASSP},
author = {{Jui-Ting Huang} and {Jinyu Li 001} and {Dong Yu 001} and {Li Deng 001} and {Yifan Gong 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/LingDY13,
title = {Modeling spectral envelopes using restricted Boltzmann machines for statistical parametric speech synthesis.},
year = {2013},
booktitle = {ICASSP},
author = {{Zhen-Hua Ling} and {Li Deng 001} and {Dong Yu 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/icassp/PalangiWD13,
title = {Using deep stacking network to improve structured compressed sensing with Multiple Measurement Vectors.},
year = {2013},
booktitle = {ICASSP},
author = {{Hamid Palangi} and {Rabab K. Ward} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013}
}
@inproceedings{conf/interspeech/Abdel-HamidDY13,
title = {Exploring convolutional neural network structures and optimization techniques for speech recognition.},
year = {2013},
booktitle = {INTERSPEECH},
author = {{Ossama Abdel-Hamid} and {Li Deng 001} and {Dong Yu 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2013, 14th Annual Conference of the International Speech Communication Association, Lyon, France, August 25-29, 2013}
}
@inproceedings{conf/interspeech/Abdel-HamidDYJ13,
title = {Deep segmental neural networks for speech recognition.},
year = {2013},
booktitle = {INTERSPEECH},
author = {{Ossama Abdel-Hamid} and {Li Deng 001} and {Dong Yu 001} and {Hui Jiang 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2013, 14th Annual Conference of the International Speech Communication Association, Lyon, France, August 25-29, 2013}
}
@inproceedings{conf/interspeech/MesnilHDB13,
title = {Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding.},
year = {2013},
booktitle = {INTERSPEECH},
author = {{Grégoire Mesnil} and {Xiaodong He 001} and {Li Deng 001} and {Yoshua Bengio}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2013, 14th Annual Conference of the International Speech Communication Association, Lyon, France, August 25-29, 2013}
}
@article{journals/corr/GaoHYD13,
title = {Learning Semantic Representations for the Phrase Translation Model.},
year = {2013},
journal = {CoRR},
author = {{Jianfeng Gao} and {Xiaodong He 001} and {Wen-tau Yih} and {Li Deng 001}}
}
@article{journals/corr/PalangiDW13,
title = {Learning Input and Recurrent Weight Matrices in Echo State Networks.},
year = {2013},
journal = {CoRR},
author = {{Hamid Palangi} and {Li Deng 001} and {Rabab K. Ward}}
}
@article{journals/ijon/SiniscalchiYDL13,
title = {Exploiting deep neural networks for detection-based speech recognition.},
year = {2013},
journal = {Neurocomputing},
author = {{Sabato Marco Siniscalchi} and {Dong Yu 001} and {Li Deng 001} and {Chin-Hui Lee 001}}
}
@article{journals/pami/BengioDLLS13,
title = {Guest Editors' Introduction: Special Section on Learning Deep Architectures.},
year = {2013},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Samy Bengio} and {Li Deng 001} and {Hugo Larochelle} and {Honglak Lee} and {Ruslan Salakhutdinov}}
}
@article{journals/pami/HutchinsonDY13,
title = {Tensor Deep Stacking Networks.},
year = {2013},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Brian Hutchinson} and {Li Deng 001} and {Dong Yu 001}}
}
@article{journals/pieee/HeD13,
title = {Speech-Centric Information Processing: An Optimization-Oriented Approach.},
year = {2013},
journal = {Proc. IEEE},
author = {{Xiaodong He 001} and {Li Deng 001}}
}
@article{journals/pieee/OShaughnessyDL13,
title = {Speech Information Processing: Theory and Applications [Scanning the Issue].},
year = {2013},
journal = {Proc. IEEE},
author = {{Douglas D. O'Shaughnessy} and {Li Deng 001} and {Haizhou Li 001}}
}
@article{journals/spl/SiniscalchiYDL13,
title = {Speech Recognition Using Long-Span Temporal Patterns in a Deep Network Model.},
year = {2013},
journal = {IEEE Signal Process. Lett.},
author = {{Sabato Marco Siniscalchi} and {Dong Yu 001} and {Li Deng 001} and {Chin-Hui Lee 001}}
}
@article{journals/taslp/LingDY13,
title = {Modeling Spectral Envelopes Using Restricted Boltzmann Machines and Deep Belief Networks for Statistical Parametric Speech Synthesis.},
year = {2013},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Zhen-Hua Ling} and {Li Deng 001} and {Dong Yu 001}}
}
@article{journals/taslp/WrightKDHHL13,
title = {Optimization Algorithms and Applications for Speech and Language Processing.},
year = {2013},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Stephen J. Wright 001} and {Dimitri Kanevsky} and {Li Deng 001} and {Xiaodong He 001} and {Georg Heigold} and {Haizhou Li 001}}
}
@article{journals/taslp/YuDS13,
title = {The Deep Tensor Neural Network With Applications to Large Vocabulary Speech Recognition.},
year = {2013},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Dong Yu 001} and {Li Deng 001} and {Frank Seide}}
}
@inproceedings{conf/acl/GaoHYD14,
title = {Learning Continuous Phrase Representations for Translation Modeling.},
year = {2014},
booktitle = {ACL (1)},
author = {{Jianfeng Gao} and {Xiaodong He 001} and {Wen-tau Yih} and {Li Deng 001}},
publisher = {The Association for Computer Linguistics},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014, June 22-27, 2014, Baltimore, MD, USA, Volume 1: Long Papers}
}
@inproceedings{conf/chinasip/PalangiDW14,
title = {Recurrent Deep-Stacking Networks for sequence classification.},
year = {2014},
booktitle = {ChinaSIP},
author = {{Hamid Palangi} and {Li Deng 001} and {Rabab K. Ward}},
publisher = {IEEE},
booktitle = {IEEE China Summit & International Conference on Signal and Information Processing, ChinaSIP 2014, Xi'an, China, July 9-13, 2014}
}
@inproceedings{conf/cikm/ShenHGDM14,
title = {A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval.},
year = {2014},
booktitle = {CIKM},
author = {{Yelong Shen} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001} and {Grégoire Mesnil}},
publisher = {ACM},
booktitle = {Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014}
}
@inproceedings{conf/emnlp/GaoPGHD14,
title = {Modeling Interestingness with Deep Neural Networks.},
year = {2014},
booktitle = {EMNLP},
author = {{Jianfeng Gao} and {Patrick Pantel} and {Michael Gamon} and {Xiaodong He 001} and {Li Deng 001}},
publisher = {ACL},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar, A meeting of SIGDAT, a Special Interest Group of the ACL}
}
@inproceedings{conf/icassp/DengC14,
title = {Sequence classification using the high-level features extracted from deep neural networks.},
year = {2014},
booktitle = {ICASSP},
author = {{Li Deng 001} and {Jianshu Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, Florence, Italy, May 4-9, 2014}
}
@inproceedings{conf/interspeech/Deng14,
title = {Achievements and challenges of deep learning - from speech analysis and recognition to language and multimodal processing.},
year = {2014},
booktitle = {INTERSPEECH},
author = {{Li Deng 001}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2014, 15th Annual Conference of the International Speech Communication Association, Singapore, September 14-18, 2014}
}
@inproceedings{conf/interspeech/DengP14,
title = {Ensemble deep learning for speech recognition.},
year = {2014},
booktitle = {INTERSPEECH},
author = {{Li Deng 001} and {John C. Platt}},
publisher = {ISCA},
booktitle = {INTERSPEECH 2014, 15th Annual Conference of the International Speech Communication Association, Singapore, September 14-18, 2014}
}
@inproceedings{conf/www/ShenHGDM14,
title = {Learning semantic representations using convolutional neural networks for web search.},
year = {2014},
booktitle = {WWW (Companion Volume)},
author = {{Yelong Shen} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001} and {Grégoire Mesnil}},
publisher = {ACM},
booktitle = {23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume}
}
@inproceedings{journals/corr/ChenD13,
title = {A New Method for Learning Deep Recurrent Neural Networks.},
year = {2014},
booktitle = {ICLR (Workshop Poster)},
author = {{Jianshu Chen} and {Li Deng 001}},
booktitle = {2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Workshop Track Proceedings}
}
@article{journals/corr/PalangiDSGHCSW14,
title = {Semantic Modelling with Long-Short-Term Memory for Information Retrieval.},
year = {2014},
journal = {CoRR},
author = {{Hamid Palangi} and {Li Deng 001} and {Yelong Shen} and {Jianfeng Gao} and {Xiaodong He 001} and {Jianshu Chen} and {Xinying Song} and {Rabab K. Ward}}
}
@article{journals/corr/YangYHGD14,
title = {Learning Multi-Relational Semantics Using Neural-Embedding Models.},
year = {2014},
journal = {CoRR},
author = {{Bishan Yang} and {Wen-tau Yih} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001}}
}
@article{journals/ftsig/DengY14,
title = {Deep Learning: Methods and Applications.},
year = {2014},
journal = {Found. Trends Signal Process.},
author = {{Li Deng 001} and {Dong Yu 001}}
}
@article{journals/ijon/YaoYDG14,
title = {A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation.},
year = {2014},
journal = {Neurocomputing},
author = {{Kaisheng Yao} and {Dong Yu 001} and {Li Deng 001} and {Yifan Gong 001}}
}
@article{journals/taslp/Abdel-HamidMJDPY14,
title = {Convolutional Neural Networks for Speech Recognition.},
year = {2014},
journal = {IEEE ACM Trans. Audio Speech Lang. Process.},
author = {{Ossama Abdel-Hamid} and {Abdel-rahman Mohamed} and {Hui Jiang 001} and {Li Deng 001} and {Gerald Penn} and {Dong Yu 001}}
}
@article{journals/taslp/Deng14,
title = {Farewell editorial: keeping up the momentum of innovations.},
year = {2014},
journal = {IEEE ACM Trans. Audio Speech Lang. Process.},
author = {{Li Deng 001}}
}
@article{journals/taslp/DengRFO14,
title = {Editorial: Expanding the Technical Reach of our Transactions.},
year = {2014},
journal = {IEEE ACM Trans. Audio Speech Lang. Process.},
author = {{Li Deng 001} and {Steve Renals} and {Marcello Federico} and {Mari Ostendorf}}
}
@article{journals/taslp/LiDGH14,
title = {An Overview of Noise-Robust Automatic Speech Recognition.},
year = {2014},
journal = {IEEE ACM Trans. Audio Speech Lang. Process.},
author = {{Jinyu Li 001} and {Li Deng 001} and {Yifan Gong 001} and {Reinhold Haeb-Umbach}}
}
@inproceedings{conf/acl/DevlinCFGDHZM15,
title = {Language Models for Image Captioning: The Quirks and What Works.},
year = {2015},
booktitle = {ACL (2)},
author = {{Jacob Devlin} and {Hao Cheng 002} and {Hao Fang 002} and {Saurabh Gupta 001} and {Li Deng 001} and {Xiaodong He 001} and {Geoffrey Zweig} and {Margaret Mitchell}},
publisher = {The Association for Computer Linguistics},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL 2015, July 26-31, 2015, Beijing, China, Volume 2: Short Papers}
}
@inproceedings{conf/cvpr/FangGISDDGHMPZZ15,
title = {From captions to visual concepts and back.},
year = {2015},
booktitle = {CVPR},
author = {{Hao Fang 002} and {Saurabh Gupta 001} and {Forrest N. Iandola} and {Rupesh Kumar Srivastava} and {Li Deng 001} and {Piotr Dollár} and {Jianfeng Gao} and {Xiaodong He 001} and {Margaret Mitchell} and {John C. Platt} and {C. Lawrence Zitnick} and {Geoffrey Zweig}},
publisher = {IEEE Computer Society},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015}
}
@inproceedings{conf/icdm/ShenJCHGD15,
title = {A Deep Embedding Model for Co-occurrence Learning.},
year = {2015},
booktitle = {ICDM Workshops},
author = {{Yelong Shen} and {Ruoming Jin} and {Jianshu Chen} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, NJ, USA, November 14-17, 2015}
}
@inproceedings{conf/naacl/LiuGHDDW15,
title = {Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval.},
year = {2015},
booktitle = {HLT-NAACL},
author = {{Xiaodong Liu 003} and {Jianfeng Gao} and {Xiaodong He 001} and {Li Deng 001} and {Kevin Duh} and {Ye-Yi Wang}},
publisher = {The Association for Computational Linguistics},
booktitle = {NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31 - June 5, 2015}
}
@inproceedings{conf/nips/ChenHSXHGSD15,
title = {End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture.},
year = {2015},
booktitle = {NIPS},
author = {{Jianshu Chen} and {Ji He} and {Yelong Shen} and {Lin Xiao} and {Xiaodong He 001} and {Jianfeng Gao} and {Xinying Song} and {Li Deng 001}},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}
}
@article{journals/corr/ChenHSXHGSD15,
title = {End-to-end Learning of Latent Dirichlet Allocation by Mirror-Descent Back Propagation.},
year = {2015},
journal = {CoRR},
author = {{Jianshu Chen} and {Ji He} and {Yelong Shen} and {Lin Xiao} and {Xiaodong He 001} and {Jianfeng Gao} and {Xinying Song} and {Li Deng 001}}
}
@article{journals/corr/HeCHGLDO15,
title = {Deep Reinforcement Learning with an Unbounded Action Space.},
year = {2015},
journal = {CoRR},
author = {{Ji He} and {Jianshu Chen} and {Xiaodong He 001} and {Jianfeng Gao} and {Lihong Li 001} and {Li Deng 001} and {Mari Ostendorf}}
}
@article{journals/corr/LiLGHCDH15,
title = {Recurrent Reinforcement Learning: A Hybrid Approach.},
year = {2015},
journal = {CoRR},
author = {{Xiujun Li} and {Lihong Li 001} and {Jianfeng Gao} and {Xiaodong He 001} and {Jianshu Chen} and {Li Deng 001} and {Ji He}}
}
@article{journals/corr/PalangiDSGHCSW15,
title = {Deep Sentence Embedding Using the Long Short Term Memory Network: Analysis and Application to Information Retrieval.},
year = {2015},
journal = {CoRR},
author = {{Hamid Palangi} and {Li Deng 001} and {Yelong Shen} and {Jianfeng Gao} and {Xiaodong He 001} and {Jianshu Chen} and {Xinying Song} and {Rabab K. Ward}}
}
@inproceedings{journals/corr/YangYHGD14a,
title = {Embedding Entities and Relations for Learning and Inference in Knowledge Bases.},
year = {2015},
booktitle = {ICLR (Poster)},
author = {{Bishan Yang} and {Wen-tau Yih} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001}},
booktitle = {3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings}
}
@article{journals/spm/LingKZSSQMD15,
title = {Deep Learning for Acoustic Modeling in Parametric Speech Generation: A systematic review of existing techniques and future trends.},
year = {2015},
journal = {IEEE Signal Process. Mag.},
author = {{Zhen-Hua Ling} and {Shiyin Kang} and {Heiga Zen} and {Andrew W. Senior} and {Mike Schuster} and {Xiaojun Qian} and {Helen M. Meng} and {Li Deng 001}}
}
@article{journals/taslp/MesnilDYBDHHHTY15,
title = {Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding.},
year = {2015},
journal = {IEEE ACM Trans. Audio Speech Lang. Process.},
author = {{Grégoire Mesnil} and {Yann N. Dauphin} and {Kaisheng Yao} and {Yoshua Bengio} and {Li Deng 001} and {Dilek Hakkani-Tür} and {Xiaodong He 001} and {Larry P. Heck} and {Gökhan Tür} and {Dong Yu 001} and {Geoffrey Zweig}}
}
@inproceedings{conf/acl/HeCHGLDO16,
title = {Deep Reinforcement Learning with a Natural Language Action Space.},
year = {2016},
booktitle = {ACL (1)},
author = {{Ji He} and {Jianshu Chen} and {Xiaodong He 001} and {Jianfeng Gao} and {Lihong Li 001} and {Li Deng 001} and {Mari Ostendorf}},
publisher = {The Association for Computer Linguistics},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers}
}
@inproceedings{conf/cvpr/YangHGDS16,
title = {Stacked Attention Networks for Image Question Answering.},
year = {2016},
booktitle = {CVPR},
author = {{Zichao Yang} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001} and {Alexander J. Smola}},
publisher = {IEEE Computer Society},
booktitle = {2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016}
}
@inproceedings{conf/emnlp/ChengFHGD16,
title = {Bi-directional Attention with Agreement for Dependency Parsing.},
year = {2016},
booktitle = {EMNLP},
author = {{Hao Cheng 002} and {Hao Fang 002} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001}},
publisher = {The Association for Computational Linguistics},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016}
}
@inproceedings{conf/emnlp/HeOHCGLD16,
title = {Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads.},
year = {2016},
booktitle = {EMNLP},
author = {{Ji He} and {Mari Ostendorf} and {Xiaodong He 001} and {Jianshu Chen} and {Jianfeng Gao} and {Lihong Li 001} and {Li Deng 001}},
publisher = {The Association for Computational Linguistics},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016}
}
@inproceedings{conf/globalsip/PalangiWD16,
title = {Reconstruction of sparse vectors in compressive sensing with multiple measurement vectors using bidirectional long short-term memory.},
year = {2016},
booktitle = {GlobalSIP},
author = {{Hamid Palangi} and {Rabab Kreidieh Ward} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016}
}
@inproceedings{conf/icassp/ChenHHXGD16,
title = {Interpreting the prediction process of a deep network constructed from supervised topic models.},
year = {2016},
booktitle = {ICASSP},
author = {{Jianshu Chen} and {Ji He} and {Xiaodong He 001} and {Lin Xiao} and {Jianfeng Gao} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016}
}
@inproceedings{conf/icassp/PalangiWD16,
title = {Exploiting correlations among channels in distributed compressive sensing with convolutional deep stacking networks.},
year = {2016},
booktitle = {ICASSP},
author = {{Hamid Palangi} and {Rabab Kreidieh Ward} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016}
}
@inproceedings{conf/interspeech/ChenHTGD16,
title = {End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding.},
year = {2016},
booktitle = {INTERSPEECH},
author = {{Yun-Nung Chen} and {Dilek Hakkani-Tür} and {Gökhan Tür} and {Jianfeng Gao} and {Li Deng 001}},
publisher = {ISCA},
booktitle = {Interspeech 2016, 17th Annual Conference of the International Speech Communication Association, San Francisco, CA, USA, September 8-12, 2016}
}
@inproceedings{conf/interspeech/Hakkani-TurTCCG16,
title = {Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM.},
year = {2016},
booktitle = {INTERSPEECH},
author = {{Dilek Hakkani-Tür} and {Gökhan Tür} and {Asli Celikyilmaz} and {Yun-Nung Chen} and {Jianfeng Gao} and {Li Deng 001} and {Ye-Yi Wang}},
publisher = {ISCA},
booktitle = {Interspeech 2016, 17th Annual Conference of the International Speech Communication Association, San Francisco, CA, USA, September 8-12, 2016}
}
@inproceedings{conf/interspeech/LeeLDHRXLSNWSCK16,
title = {The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS.},
year = {2016},
booktitle = {INTERSPEECH},
author = {{Kong-Aik Lee} and {Haizhou Li 001} and {Li Deng 001} and {Ville Hautamäki} and {Wei Rao} and {Xiong Xiao} and {Anthony Larcher} and {Hanwu Sun} and {Trung Hieu Nguyen 001} and {Guangsen Wang} and {Aleksandr Sizov} and {Jianshu Chen} and {Ivan Kukanov} and {Amir Hossein Poorjam} and {Trung Ngo Trong} and {Chenglin Xu} and {Haihua Xu} and {Bin Ma 001} and {Eng Siong Chng} and {Sylvain Meignier}},
publisher = {ISCA},
booktitle = {Interspeech 2016, 17th Annual Conference of the International Speech Communication Association, San Francisco, CA, USA, September 8-12, 2016}
}
@inproceedings{conf/nips/NguyenRSGTMD16,
title = {MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.},
year = {2016},
booktitle = {CoCo@NIPS},
author = {{Tri Nguyen} and {Mir Rosenberg} and {Xia Song} and {Jianfeng Gao} and {Saurabh Tiwary} and {Rangan Majumder} and {Li Deng 001}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the Workshop on Cognitive Computation: Integrating neural and symbolic approaches 2016 co-located with the 30th Annual Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain, December 9, 2016.}
}
@inproceedings{conf/slt/ChenHTCGD16,
title = {Syntax or semantics? knowledge-guided joint semantic frame parsing.},
year = {2016},
booktitle = {SLT},
author = {{Yun-Nung Chen} and {Dilek Hakanni-Tur} and {Gökhan Tür} and {Asli Celikyilmaz} and {Jianfeng Gao} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2016 IEEE Spoken Language Technology Workshop, SLT 2016, San Diego, CA, USA, December 13-16, 2016}
}
@article{journals/corr/ChenHHGD16,
title = {Unsupervised Learning of Predictors from Unpaired Input-Output Samples.},
year = {2016},
journal = {CoRR},
author = {{Jianshu Chen} and {Po-Sen Huang} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001}}
}
@article{journals/corr/ChenHTCGD16,
title = {Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks.},
year = {2016},
journal = {CoRR},
author = {{Yun-Nung Chen} and {Dilek Hakkani-Tür} and {Gökhan Tür} and {Asli Celikyilmaz} and {Jianfeng Gao} and {Li Deng 001}}
}
@article{journals/corr/DhingraLLGCAD16,
title = {End-to-End Reinforcement Learning of Dialogue Agents for Information Access.},
year = {2016},
journal = {CoRR},
author = {{Bhuwan Dhingra} and {Lihong Li 001} and {Xiujun Li} and {Jianfeng Gao} and {Yun-Nung Chen} and {Faisal Ahmed 001} and {Li Deng 001}}
}
@article{journals/corr/HeOHCGLD16,
title = {Deep Reinforcement Learning with a Combinatorial Action Space for Predicting and Tracking Popular Discussion Threads.},
year = {2016},
journal = {CoRR},
author = {{Ji He} and {Mari Ostendorf} and {Xiaodong He 001} and {Jianshu Chen} and {Jianfeng Gao} and {Lihong Li 001} and {Li Deng 001}}
}
@inproceedings{journals/corr/LeeHYGDS15,
title = {Reasoning in Vector Space: An Exploratory Study of Question Answering.},
year = {2016},
booktitle = {ICLR (Poster)},
author = {{Moontae Lee} and {Xiaodong He 001} and {Wen-tau Yih} and {Jianfeng Gao} and {Li Deng 001} and {Paul Smolensky}},
booktitle = {4th International Conference on Learning Representations, ICLR 2016, San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings}
}
@article{journals/corr/LiptonGLCD16,
title = {Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear.},
year = {2016},
journal = {CoRR},
author = {{Zachary C. Lipton} and {Jianfeng Gao} and {Lihong Li 001} and {Jianshu Chen} and {Li Deng 001}}
}
@article{journals/corr/LiptonGLLAD16,
title = {Efficient Exploration for Dialog Policy Learning with Deep BBQ Networks \\& Replay Buffer Spiking.},
year = {2016},
journal = {CoRR},
author = {{Zachary C. Lipton} and {Jianfeng Gao} and {Lihong Li 001} and {Xiujun Li} and {Faisal Ahmed 001} and {Li Deng 001}}
}
@article{journals/corr/SmolenskyLHYGD16,
title = {Basic Reasoning with Tensor Product Representations.},
year = {2016},
journal = {CoRR},
author = {{Paul Smolensky} and {Moontae Lee} and {Xiaodong He 001} and {Wen-tau Yih} and {Jianfeng Gao} and {Li Deng 001}}
}
@article{journals/taslp/PalangiDSGHCSW16,
title = {Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval.},
year = {2016},
journal = {IEEE ACM Trans. Audio Speech Lang. Process.},
author = {{Hamid Palangi} and {Li Deng 001} and {Yelong Shen} and {Jianfeng Gao} and {Xiaodong He 001} and {Jianshu Chen} and {Xinying Song} and {Rabab K. Ward}}
}
@article{journals/tsp/PalangiWD16,
title = {Distributed Compressive Sensing: A Deep Learning Approach.},
year = {2016},
journal = {IEEE Trans. Signal Process.},
author = {{Hamid Palangi} and {Rabab K. Ward} and {Li Deng 001}}
}
@inproceedings{conf/acl/DhingraLLGCAD17,
title = {Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access.},
year = {2017},
booktitle = {ACL (1)},
author = {{Bhuwan Dhingra} and {Lihong Li 001} and {Xiujun Li} and {Jianfeng Gao} and {Yun-Nung Chen} and {Faisal Ahmed 001} and {Li Deng 001}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, Volume 1: Long Papers}
}
@inproceedings{conf/cvpr/GanGHGD17,
title = {StyleNet: Generating Attractive Visual Captions with Styles.},
year = {2017},
booktitle = {CVPR},
author = {{Chuang Gan} and {Zhe Gan} and {Xiaodong He 001} and {Jianfeng Gao} and {Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Honolulu, HI, USA, July 21-26, 2017}
}
@inproceedings{conf/cvpr/GanGHPTGCD17,
title = {Semantic Compositional Networks for Visual Captioning.},
year = {2017},
booktitle = {CVPR},
author = {{Zhe Gan} and {Chuang Gan} and {Xiaodong He 001} and {Yunchen Pu} and {Kenneth Tran} and {Jianfeng Gao} and {Lawrence Carin} and {Li Deng 001}},
publisher = {IEEE Computer Society},
booktitle = {2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Honolulu, HI, USA, July 21-26, 2017}
}
@inproceedings{conf/emnlp/GolubHHD17,
title = {Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension.},
year = {2017},
booktitle = {EMNLP},
author = {{David Golub} and {Po-Sen Huang} and {Xiaodong He 001} and {Li Deng 001}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, September 9-11, 2017}
}
@inproceedings{conf/icassp/GanSJHCGD17,
title = {Character-level deep conflation for business data analytics.},
year = {2017},
booktitle = {ICASSP},
author = {{Zhe Gan} and {P. D. Singh} and {Ameet Joshi} and {Xiaodong He 001} and {Jianshu Chen} and {Jianfeng Gao} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017}
}
@inproceedings{conf/icassp/YangCHCLGD17,
title = {End-to-end joint learning of natural language understanding and dialogue manager.},
year = {2017},
booktitle = {ICASSP},
author = {{Xuesong Yang} and {Yun-Nung Chen} and {Dilek Hakkani-Tür} and {Paul A. Crook} and {Xiujun Li} and {Jianfeng Gao} and {Li Deng 001}},
publisher = {IEEE},
booktitle = {2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017}
}
@inproceedings{conf/icml/WangWHMZD17,
title = {Sequence Modeling via Segmentations.},
year = {2017},
booktitle = {ICML},
author = {{Chong Wang} and {Yining Wang} and {Po-Sen Huang} and {Abdelrahman Mohamed} and {Dengyong Zhou} and {Li Deng 001}},
publisher = {PMLR},
booktitle = {Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017}
}
@inproceedings{conf/nips/ChenWXH0D17,
title = {Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes.},
year = {2017},
booktitle = {NIPS},
author = {{Jianshu Chen} and {Chong Wang} and {Lin Xiao} and {Ji He} and {Lihong Li 001} and {Li Deng 001}},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA}
}
@inproceedings{conf/nips/LiuCD17,
title = {Unsupervised Sequence Classification using Sequential Output Statistics.},
year = {2017},
booktitle = {NIPS},
author = {{Yu Liu} and {Jianshu Chen} and {Li Deng 001}},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA}
}
@article{journals/corr/CelikyilmazDLW17,
title = {Scaffolding Networks for Teaching and Learning to Comprehend.},
year = {2017},
journal = {CoRR},
author = {{Asli Celikyilmaz} and {Li Deng 001} and {Lihong Li 001} and {Chong Wang}}
}
@article{journals/corr/HuangWZD17,
title = {Neural Phrase-based Machine Translation.},
year = {2017},
journal = {CoRR},
author = {{Po-Sen Huang} and {Chong Wang} and {Dengyong Zhou} and {Li Deng 001}}
}
@article{journals/corr/LiuCD17,
title = {An Unsupervised Learning Method Exploiting Sequential Output Statistics.},
year = {2017},
journal = {CoRR},
author = {{Yu Liu} and {Jianshu Chen} and {Li Deng 001}}
}
@article{journals/corr/PalangiSHD17,
title = {Deep Learning of Grammatically-Interpretable Representations Through Question-Answering.},
year = {2017},
journal = {CoRR},
author = {{Hamid Palangi} and {Paul Smolensky} and {Xiaodong He 001} and {Li Deng 001}}
}
@article{journals/corr/abs-1709-09118,
title = {Tensor Product Generation Networks.},
year = {2017},
journal = {CoRR},
author = {{Qiuyuan Huang} and {Paul Smolensky} and {Xiaodong He 001} and {Li Deng 001} and {Dapeng Oliver Wu}}
}
@article{journals/corr/abs-1710-11475,
title = {A Neural-Symbolic Approach to Natural Language Tasks.},
year = {2017},
journal = {CoRR},
author = {{Qiuyuan Huang} and {Paul Smolensky} and {Xiaodong He 001} and {Li Deng 001} and {Dapeng Oliver Wu}}
}
@article{journals/sigpro/PalangiWD17,
title = {Convolutional Deep Stacking Networks for distributed compressive sensing.},
year = {2017},
journal = {Signal Process.},
author = {{Hamid Palangi} and {Rabab Kreidieh Ward} and {Li Deng 001}}
}
@article{journals/spm/EldarHDFKPY17,
title = {Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum].},
year = {2017},
journal = {IEEE Signal Process. Mag.},
author = {{Yonina C. Eldar} and {Alfred O. Hero III} and {Li Deng 001} and {Jeffrey A. Fessler} and {Jelena Kovacevic} and {H. Vincent Poor} and {Steve J. Young}}
}
@article{journals/spm/HeD17,
title = {Deep Learning for Image-to-Text Generation: A Technical Overview.},
year = {2017},
journal = {IEEE Signal Process. Mag.},
author = {{Xiaodong He 001} and {Li Deng 001}}
}
@incollection{books/acm/18/Bengio0MS18,
title = {Perspectives on predictive power of multimodal deep learning: surprises and future directions.},
year = {2018},
booktitle = {The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2)},
author = {{Samy Bengio} and {Li Deng 001} and {Louis-Philippe Morency} and {Björn W. Schuller}},
publisher = {Association for Computing Machinery},
booktitle = {The Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations - Volume 2}
}
@inproceedings{conf/aaai/LiptonLG00D18,
title = {BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems.},
year = {2018},
booktitle = {AAAI},
author = {{Zachary C. Lipton} and {Xiujun Li} and {Jianfeng Gao} and {Lihong Li 001} and {Faisal Ahmed 001} and {Li Deng 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}
}
@inproceedings{conf/aaai/PalangiSHD18,
title = {Question-Answering with Grammatically-Interpretable Representations.},
year = {2018},
booktitle = {AAAI},
author = {{Hamid Palangi} and {Paul Smolensky} and {Xiaodong He 001} and {Li Deng 001}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}
}
@inproceedings{conf/iclr/HuangWHZ018,
title = {Towards Neural Phrase-based Machine Translation.},
year = {2018},
booktitle = {ICLR (Poster)},
author = {{Po-Sen Huang} and {Chong Wang} and {Sitao Huang} and {Dengyong Zhou} and {Li Deng 001}},
publisher = {OpenReview.net},
booktitle = {6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}
}
@inproceedings{conf/naacl/HuangSHDW18,
title = {Tensor Product Generation Networks for Deep NLP Modeling.},
year = {2018},
booktitle = {NAACL-HLT},
author = {{Qiuyuan Huang} and {Paul Smolensky} and {Xiaodong He 001} and {Li Deng 001} and {Dapeng Oliver Wu}},
publisher = {Association for Computational Linguistics},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers)}
}
@article{journals/corr/abs-1802-07089,
title = {Attentive Tensor Product Learning for Language Generation and Grammar Parsing.},
year = {2018},
journal = {CoRR},
author = {{Qiuyuan Huang} and {Li Deng 001} and {Dapeng Oliver Wu} and {Chang Liu 021} and {Xiaodong He 001}}
}
@article{journals/spm/Deng18,
title = {Artificial Intelligence in the Rising Wave of Deep Learning: The Historical Path and Future Outlook [Perspectives].},
year = {2018},
journal = {IEEE Signal Process. Mag.},
author = {{Li Deng 001}}
}
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title = {Attentive Tensor Product Learning.},
year = {2019},
booktitle = {AAAI},
author = {{Qiuyuan Huang} and {Li Deng 001} and {Dapeng Oliver Wu} and {Chang Liu 021} and {Xiaodong He 001}},
publisher = {AAAI Press},
booktitle = {The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.}
}
@article{journals/corr/abs-1906-02826,
title = {From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation.},
year = {2019},
journal = {CoRR},
author = {{Yu Liu 061} and {Li Deng 001} and {Jianshu Chen} and {Chang Wen Chen}}
}
@article{journals/cmpb/YangFLLHFXSDZYB20,
title = {Prediction model of the response to neoadjuvant chemotherapy in breast cancers by a Naive Bayes algorithm.},
year = {2020},
journal = {Comput. Methods Programs Biomed.},
author = {{Libo Yang} and {Bo Fu} and {Yan Li} and {Yueping Liu} and {Wenting Huang} and {Sha Feng} and {Lin Xiao} and {Linyong Sun} and {Li Deng 001} and {Xinyi Zheng} and {Feng Ye} and {Hong Bu}}
}
@article{journals/jstsp/HeDRHTZ20,
title = {Introduction to the Special Issue on Deep Learning for Multi-Modal Intelligence Across Speech, Language, Vision, and Heterogeneous Signals.},
year = {2020},
journal = {IEEE J. Sel. Top. Signal Process.},
author = {{Xiaodong He 001} and {Li Deng 001} and {Richard Rose} and {Minlie Huang} and {Isabel Trancoso} and {Chao Zhang 031}}
}
@article{journals/jstsp/ZhangYHD20,
title = {Multimodal Intelligence: Representation Learning, Information Fusion, and Applications.},
year = {2020},
journal = {IEEE J. Sel. Top. Signal Process.},
author = {{Chao Zhang 031} and {Zichao Yang} and {Xiaodong He 001} and {Li Deng 001}}
}
@article{journals/corr/abs-2308-03866,
title = {Trusting Language Models in Education.},
year = {2023},
journal = {CoRR},
author = {{Jogi Suda Neto} and {Li Deng 001} and {Thejaswi Raya} and {Reza Shahbazi} and {Nick Liu} and {Adhitya Venkatesh} and {Miral Shah} and {Neeru Khosla} and {Rodrigo Capobianco Guido}}
}