2008 | ||
---|---|---|
29 | EE | Dong Yu, Li Deng, James Droppo, Jian Wu, Yifan Gong, Alex Acero: Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor. IEEE Transactions on Audio, Speech & Language Processing 16(5): 1061-1070 (2008) |
28 | EE | S. Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero: An Integrative and Discriminative Technique for Spoken Utterance Classification. IEEE Transactions on Audio, Speech & Language Processing 16(6): 1207-1214 (2008) |
2007 | ||
27 | EE | Dong Yu, Li Deng: Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition. ICSC 2007: 429-438 |
26 | EE | Dong Yu, Li Deng, Alex Acero: Speaker-adaptive learning of resonance targets in a hidden trajectory model of speech coarticulation. Computer Speech & Language 21(1): 72-87 (2007) |
25 | EE | Rodrigo Capobianco Guido, Li Deng, Shoji Makino: Guest Editors' Introduction: Special Section on Emergent Systems, Algorithms and Architectures for Speech-Based Human-Machine Interaction. IEEE Trans. Computers 56(9): 1153-1155 (2007) |
24 | EE | Li Deng, Leo J. Lee, Hagai Attias, Alex Acero: Adaptive Kalman Filtering and Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model. IEEE Transactions on Audio, Speech & Language Processing 15(1): 13-23 (2007) |
23 | EE | Xiaodong He, Li Deng: A new look at discriminative training for hidden Markov models. Pattern Recognition Letters 28(11): 1285-1294 (2007) |
2006 | ||
22 | Li Deng, Haiyan Xu: A New Algorithm for Reducing Communication Cost of Time-dependent Monte Carlo Transport. Parallel and Distributed Computing and Networks 2006: 324-329 | |
21 | EE | Li Deng, Dong Yu, Alex Acero: A bidirectional target-filtering model of speech coarticulation and reduction: two-stage implementation for phonetic recognition. IEEE Transactions on Audio, Speech & Language Processing 14(1): 256-265 (2006) |
20 | EE | Li Deng, Alex Acero, I. Bazzi: Tracking vocal tract resonances using a quantized nonlinear function embeddedin a temporal constraint. IEEE Transactions on Audio, Speech & Language Processing 14(2): 425-434 (2006) |
19 | EE | Li Deng, Dong Yu, Alex Acero: Structured speech modeling. IEEE Transactions on Audio, Speech & Language Processing 14(5): 1492-1504 (2006) |
18 | EE | Roberto Togneri, Li Deng: A state-space model with neural-network prediction for recovering vocal tract resonances in fluent speech from Mel-cepstral coefficients. Speech Communication 48(8): 971-988 (2006) |
17 | EE | Dong Yu, Li Deng, Alex Acero: A lattice search technique for a long-contextual-span hidden trajectory model of speech. Speech Communication 48(9): 1214-1226 (2006) |
2005 | ||
16 | EE | Amarnag Subramanya, Li Deng, Zicheng Liu, Zhengyou Zhang: Multi-sensory speech processing: incorporating automatically extracted hidden dynamic information. ICME 2005: 1074-1077 |
15 | Li Deng, Wenyong Zhang, Haiyan Xu, Ruihong Wang, Zhengfeng Huang, Shu Li: A New Algorithm for Reducing Communication Cost of Time-dependent Monte Carlo Transport. Parallel and Distributed Computing and Networks 2005: 657-662 | |
14 | EE | Li Deng, Dong Yu: A Speech-Centric Perspective for Human-Computer Interface: A Case Study. VLSI Signal Processing 41(3): 255-269 (2005) |
2004 | ||
13 | EE | Keith A. Baggerly, Li Deng, Jeffrey S. Morris, C. Marcelo Aldaz: Overdispersed logistic regression for SAGE: Modelling multiple groups and covariates. BMC Bioinformatics 5: 144 (2004) |
12 | EE | Li Deng, Xuedong Huang: Challenges in adopting speech recognition. Commun. ACM 47(1): 69-75 (2004) |
11 | EE | Jeff Ma, Li Deng: A mixed-level switching dynamic system for continuous speech recognition. Computer Speech & Language 18(1): 49-65 (2004) |
10 | EE | Li Deng, Y. Wang, Kuansan Wang, Alex Acero, H. Hon, James Droppo, C. Boulis, Milind Mahajan, X. D. Huang: Speech and Language Processing for Multimodal Human-Computer Interaction. VLSI Signal Processing 36(2-3): 161-187 (2004) |
2003 | ||
9 | EE | Li Deng, Jie Liu, Wenyong Zhang, Guoxing Yuan, Zhengfeng Huang, Haiyan Xu, Ruihong Wang, Shu Li: The Parallel Communication of Time-Dependent Monte Carlo Transport. ICPP Workshops 2003: 223-229 |
8 | Keith A. Baggerly, Li Deng, Jeffrey S. Morris, C. Marcelo Aldaz: Differential expression in SAGE: accounting for normal between-library variation. Bioinformatics 19(12): 1477-1483 (2003) | |
2002 | ||
7 | Li Deng, Alex Acero, Ye-Yi Wang, Kuansan Wang, Hsiao-Wuen Hon, James Droppo, Milind Mahajan, Xuedong Huang: A speech-centric perspective for human-computer interface. IEEE Workshop on Multimedia Signal Processing 2002: 263-267 | |
6 | EE | Hossein Sameti, Li Deng: Nonstationary-state hidden Markov model representation of speech signals for speech enhancement. Signal Processing 82(2): 205-227 (2002) |
2001 | ||
5 | EE | Brendan J. Frey, Trausti T. Kristjansson, Li Deng, Alex Acero: ALGONQUIN - Learning Dynamic Noise Models From Noisy Speech for Robust Speech Recognition. NIPS 2001: 1165-1171 |
4 | EE | Roberto Togneri, Jeff Ma, Li Deng: Parameter estimation of a target-directed dynamic system model with switching states. Signal Processing 81(5): 975-987 (2001) |
2000 | ||
3 | Hagai Attias, John C. Platt, Alex Acero, Li Deng: Speech Denoising and Dereverberation Using Probabilistic Models. NIPS 2000: 758-764 | |
1994 | ||
2 | EE | Li Deng, Khaled Hassanein, Mohamed I. Elmasry: Analysis of the correlation structure for a neural predictive model with application to speech recognition. Neural Networks 7(2): 331-339 (1994) |
1992 | ||
1 | EE | Li Deng: Processing of acoustic signals in a cochlear model incorporating laterally coupled suppressive elements. Neural Networks 5(1): 19-34 (1992) |