| 2026 | ISIT | Adaptive Symmetric Private Linear Computation from Repairing Reed-Solomon Codes. | Tao Wang, Zhiping Shi, Li Deng, Juan Yang |
| 2025 | ICICS | TetheGAN: A GAN-Based Synthetic Mobile Tethering Traffic Generating Framework. | Xuman Zhang, Guang Cheng, Li Deng |
| 2022 | SMC | RAS2P: Remote Attestation via Self-Measurement for SGX-based Platforms. | Zhengwei Ren, Xueting Li, Li Deng, Yan Tong, Shiwei Xu, Jinshan Tang |
| 2022 | WoWMoM | DTCPN: A Digital Twin Cyber Platform Based on NFV. | Xiulei Wang, Yan Gao, Li Deng, Ming Chen |
| 2020 | GLOBECOM | Joint Source Channel Anytime Coding. | Li Deng, Yixin Wang, Xiaoxi Yu, Md. Noor-A-Rahim, Yong Liang Guan, Zhiping Shi |
| 2019 | AAAI | Attentive Tensor Product Learning. | Qiuyuan Huang, Li Deng, Dapeng Oliver Wu, Chang Liu, Xiaodong He |
| 2018 | AAAI | BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems. | Zachary C. Lipton, Xiujun Li, Jianfeng Gao, Lihong Li, Faisal Ahmed, Li Deng |
| 2018 | AAAI | Question-Answering with Grammatically-Interpretable Representations. | Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng |
| 2018 | ICLR | Towards Neural Phrase-based Machine Translation. | Po-Sen Huang, Chong Wang, Sitao Huang, Dengyong Zhou, Li Deng |
| 2018 | NAACL | Tensor Product Generation Networks for Deep NLP Modeling. | Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu |
| 2017 | ACL | Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access. | Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng |
| 2017 | CVPR | StyleNet: Generating Attractive Visual Captions with Styles. | Chuang Gan, Zhe Gan, Xiaodong He, Jianfeng Gao, Li Deng |
| 2017 | CVPR | Semantic Compositional Networks for Visual Captioning. | Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng |
| 2017 | EMNLP | Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension. | David Golub, Po-Sen Huang, Xiaodong He, Li Deng |
| 2017 | ICASSP | Character-level deep conflation for business data analytics. | Zhe Gan, P. D. Singh, Ameet Joshi, Xiaodong He, Jianshu Chen, Jianfeng Gao, Li Deng |
| 2017 | ICASSP | End-to-end joint learning of natural language understanding and dialogue manager. | Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tr, Paul A. Crook, Xiujun Li, Jianfeng Gao, Li Deng |
| 2017 | ICML | Sequence Modeling via Segmentations. | Chong Wang, Yining Wang, Po-Sen Huang, Abdelrahman Mohamed, Dengyong Zhou, Li Deng |
| 2016 | ACL | Deep Reinforcement Learning with a Natural Language Action Space. | Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf |
| 2016 | CSCWD | A real-time collaborative framework for 3D design based on HTML5. | Pengyu Du, You Song, Li Deng |
| 2016 | CVPR | Stacked Attention Networks for Image Question Answering. | Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alexander J. Smola |
| 2016 | EMNLP | Bi-directional Attention with Agreement for Dependency Parsing. | Hao Cheng, Hao Fang, Xiaodong He, Jianfeng Gao, Li Deng |
| 2016 | EMNLP | Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads. | Ji He, Mari Ostendorf, Xiaodong He, Jianshu Chen, Jianfeng Gao, Lihong Li, Li Deng |
| 2016 | ICASSP | Interpreting the prediction process of a deep network constructed from supervised topic models. | Jianshu Chen, Ji He, Xiaodong He, Lin Xiao, Jianfeng Gao, Li Deng |
| 2016 | ICASSP | Exploiting correlations among channels in distributed compressive sensing with convolutional deep stacking networks. | Hamid Palangi, Rabab Kreidieh Ward, Li Deng |
| 2016 | Interspeech | End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding. | Yun-Nung Chen, Dilek Hakkani-Tr, Gkhan Tr, Jianfeng Gao, Li Deng |
| 2016 | Interspeech | Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM. | Dilek Hakkani-Tr, Gkhan Tr, Asli Celikyilmaz, Yun-Nung Chen, Jianfeng Gao, Li Deng, Ye-Yi Wang |
| 2016 | Interspeech | The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. | Kong-Aik Lee, Haizhou Li, Li Deng, Ville Hautamki, Wei Rao, Xiong Xiao, Anthony Larcher, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Jianshu Chen, Ivan Kukanov, Amir Hossein Poorjam, Trung Ngo Trong, Chenglin Xu, Haihua Xu, Bin Ma, Eng Siong Chng, Sylvain Meignier |
| 2015 | ACL | Language Models for Image Captioning: The Quirks and What Works. | Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell |
| 2015 | APSCC | Dynamic Allocation of Virtual Resources Based on Genetic Algorithm in the Cloud. | Li Deng, Li Yao |
| 2015 | CSCWD | 3D-colladesign: A real-time collaborative system for web 3D design. | You Song, Wentao Wei, Li Deng, Pengyu Du, Ye Zhang, Dianhui Nie |
| 2015 | CSCWD | A cooperative design model based on vertex-colored graph. | You Song, Ye Zhang, Li Deng, Pengyu Du, Yunfeng Luo, Shuyuan Zhang |
| 2015 | CVPR | From captions to visual concepts and back. | Hao Fang, Saurabh Gupta, Forrest N. Iandola, Rupesh Kumar Srivastava, Li Deng, Piotr Dollr, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig |
| 2015 | ICDM | A Deep Embedding Model for Co-occurrence Learning. | Yelong Shen, Ruoming Jin, Jianshu Chen, Xiaodong He, Jianfeng Gao, Li Deng |
| 2015 | NAACL | Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval. | Xiaodong Liu, Jianfeng Gao, Xiaodong He, Li Deng, Kevin Duh, Ye-Yi Wang |
| 2014 | ACL | Learning Continuous Phrase Representations for Translation Modeling. | Jianfeng Gao, Xiaodong He, Wen-tau Yih, Li Deng |
| 2014 | CIKM | A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval. | Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Grgoire Mesnil |
| 2014 | CSCWD | Version storage in collaborative design system based on circular linked list. | You Song, Yunfeng Luo, Ye Zhang, Li Deng |
| 2014 | EMNLP | Modeling Interestingness with Deep Neural Networks. | Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng |
| 2014 | ICASSP | Sequence classification using the high-level features extracted from deep neural networks. | Li Deng, Jianshu Chen |
| 2014 | Interspeech | Achievements and challenges of deep learning - from speech analysis and recognition to language and multimodal processing. | Li Deng |
| 2014 | Interspeech | Ensemble deep learning for speech recognition. | Li Deng, John C. Platt |
| 2014 | WWW | Learning semantic representations using convolutional neural networks for web search. | Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Grgoire Mesnil |
| 2013 | CIKM | Learning deep structured semantic models for web search using clickthrough data. | Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry P. Heck |
| 2013 | DASC | vMerger: Server Consolidation in Virtualized Environment. | Li Deng, Hai Jin, Song Wu |
| 2013 | ICASSP | Large-scale malware classification using random projections and neural networks. | George E. Dahl, Jack W. Stokes, Li Deng, Dong Yu |
| 2013 | ICASSP | A deep convolutional neural network using heterogeneous pooling for trading acoustic invariance with phonetic confusion. | Li Deng, Ossama Abdel-Hamid, Dong Yu |
| 2013 | ICASSP | Deep stacking networks for information retrieval. | Li Deng, Xiaodong He, Jianfeng Gao |
| 2013 | ICASSP | New types of deep neural network learning for speech recognition and related applications: an overview. | Li Deng, Geoffrey E. Hinton, Brian Kingsbury |
| 2013 | ICASSP | Recent advances in deep learning for speech research at Microsoft. | Li Deng, Jinyu Li, Jui-Ting Huang, Kaisheng Yao, Dong Yu, Frank Seide, Michael L. Seltzer, Geoffrey Zweig, Xiaodong He, Jason D. Williams, Yifan Gong, Alex Acero |
| 2013 | ICASSP | End-to-end learning of parsing models for information retrieval. | Jennifer Gillenwater, Xiaodong He, Jianfeng Gao, Li Deng |
| 2013 | ICASSP | Multi-style adaptive training for robust cross-lingual spoken language understanding. | Xiaodong He, Li Deng, Dilek Hakkani-Tr, Gkhan Tr |
| 2013 | ICASSP | Random features for Kernel Deep Convex Network. | Po-Sen Huang, Li Deng, Mark Hasegawa-Johnson, Xiaodong He |
| 2013 | ICASSP | Predicting speech recognition confidence using deep learning with word identity and score features. | Po-Sen Huang, Kshitiz Kumar, Chaojun Liu, Yifan Gong, Li Deng |
| 2013 | ICASSP | Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers. | Jui-Ting Huang, Jinyu Li, Dong Yu, Li Deng, Yifan Gong |
| 2013 | ICASSP | Modeling spectral envelopes using restricted Boltzmann machines for statistical parametric speech synthesis. | Zhen-Hua Ling, Li Deng, Dong Yu |
| 2013 | ICASSP | Using deep stacking network to improve structured compressed sensing with Multiple Measurement Vectors. | Hamid Palangi, Rabab K. Ward, Li Deng |
| 2013 | ICCS | Using Shape Memory Alloys: A Dynamic Data Driven Approach. | Craig C. Douglas, Victor M. Calo, Derrick Cerwinsky, Li Deng, Yalchin Efendiev |
| 2013 | Interspeech | Exploring convolutional neural network structures and optimization techniques for speech recognition. | Ossama Abdel-Hamid, Li Deng, Dong Yu |
| 2013 | Interspeech | Deep segmental neural networks for speech recognition. | Ossama Abdel-Hamid, Li Deng, Dong Yu, Hui Jiang |
| 2013 | Interspeech | Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding. | Grgoire Mesnil, Xiaodong He, Li Deng, Yoshua Bengio |
| 2012 | ACL | Maximum Expected BLEU Training of Phrase and Lexicon Translation Models. | Xiaodong He, Li Deng |
| 2012 | ICASSP | New methods and evaluation experiments on translating TED talks in the IWSLT benchmark. | Amittai Axelrod, Xiaodong He, Li Deng, Alex Acero, Mei-Yuh Hwang |
| 2012 | ICASSP | Scalable stacking and learning for building deep architectures. | Li Deng, Dong Yu, John C. Platt |
| 2012 | ICASSP | Optimization in speech-centric information processing: Criteria and techniques. | Xiaodong He, Li Deng |
| 2012 | ICASSP | A deep architecture with bilinear modeling of hidden representations: Applications to phonetic recognition. | Brian Hutchinson, Li Deng, Dong Yu |
| 2012 | ICASSP | Towards deeper understanding: Deep convex networks for semantic utterance classification. | Gkhan Tr, Li Deng, Dilek Hakkani-Tr, Xiaodong He |
| 2012 | ICASSP | Boosting attribute and phone estimation accuracies with deep neural networks for detection-based speech recognition. | Dong Yu, Sabato Marco Siniscalchi, Li Deng, Chin-Hui Lee |
| 2012 | ICASSP | Exploiting sparseness in deep neural networks for large vocabulary speech recognition. | Dong Yu, Frank Seide, Gang Li, Li Deng |
| 2012 | Interspeech | Parallel Training for Deep Stacking Networks. | Li Deng, Brian Hutchinson, Dong Yu |
| 2012 | Interspeech | Are Sparse Representations Rich Enough for Acoustic Modeling? | Oriol Vinyals, Li Deng |
| 2012 | Interspeech | Large Vocabulary Speech Recognition Using Deep Tensor Neural Networks. | Dong Yu, Li Deng, Frank Seide |
| 2011 | ICASSP | Large vocabulary continuous speech recognition with context-dependent DBN-HMMS. | George E. Dahl, Dong Yu, Li Deng, Alex Acero |
| 2011 | ICASSP | Why word error rate is not a good metric for speech recognizer training for the speech translation task? | Xiaodong He, Li Deng, Alex Acero |
| 2011 | ICASSP | A novel decision function and the associated decision-feedback learning for speech translation. | Yaodong Zhang, Li Deng, Xiaodong He, Alex Acero |
| 2011 | Interspeech | Robust Speech Translation by Domain Adaptation. | Xiaodong He, Li Deng |
| 2011 | Interspeech | Accelerated Parallelizable Neural Network Learning Algorithm for Speech Recognition. | Dong Yu, Li Deng |
| 2011 | Interspeech | Deep Convex Net: A Scalable Architecture for Speech Pattern Classification. | Dong Yu, Li Deng |
| 2010 | ICASSP | Semantic confidence calibration for spoken dialog applications. | Dong Yu, Li Deng |
| 2010 | ICASSP | Language recognition using deep-structured conditional random fields. | Dong Yu, Shizhen Wang, Zahi N. Karam, Li Deng |
| 2010 | ICASSP | Word confidence calibration using a maximum entropy model with constraints on confidence and word distributions. | Dong Yu, Shizhen Wang, Jinyu Li, Li Deng |
| 2010 | Interspeech | Binary coding of speech spectrograms using a deep auto-encoder. | Li Deng, Michael L. Seltzer, Dong Yu, Alex Acero, Abdel-rahman Mohamed, Geoffrey E. Hinton |
| 2010 | Interspeech | Unscented transform with online distortion estimation for HMM adaptation. | Jinyu Li, Dong Yu, Yifan Gong, Li Deng |
| 2010 | Interspeech | Investigation of full-sequence training of deep belief networks for speech recognition. | Abdel-rahman Mohamed, Dong Yu, Li Deng |
| 2010 | Interspeech | Deep-structured hidden conditional random fields for phonetic recognition. | Dong Yu, Li Deng |
| 2010 | PDCAT | Virtual Machine Management Based on Agent Service. | Song Wu, Li Deng, Hai Jin, Xuanhua Shi, Yankun Zhao, Wei Gao, Jianyin Zhang, Jin Peng |
| 2009 | CLUSTER | Live virtual machine migration with adaptive, memory compression. | Hai Jin, Li Deng, Song Wu, Xuanhua Shi, Xiaodong Pan |
| 2009 | ICASSP | A study on multilingual acoustic modeling for large vocabulary ASR. | Hui Lin, Li Deng, Dong Yu, Yifan Gong, Alex Acero, Chin-Hui Lee |
| 2009 | ICASSP | Using collective information in semi-supervised learning for speech recognition. | Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero |
| 2009 | ICASSP | Maximizing global entropy reduction for active learning in speech recognition. | Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero |
| 2009 | ICASSP | Discriminative pronounciation learning using phonetic decoder and minimum-classification-error criterion. | Oriol Vinyals, Li Deng, Dong Yu, Alex Acero |
| 2009 | ICASSP | Cross-lingual speech recognition under runtime resource constraints. | Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero |
| 2009 | Interspeech | Hidden conditional random field with distribution constraints for phone classification. | Dong Yu, Li Deng, Alex Acero |
| 2008 | ICASSP | A convex optimization method for joint mean and variance parameter estimation of large-margin CDHMM. | Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, Chong-Yung Chi |
| 2008 | ICASSP | HMM adaptation using a phase-sensitive acoustic distortion model for environment-robust speech recognition. | Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero |
| 2008 | ICASSP | Adaptation of compressed HMM parameters for resource-constrained speech recognition. | Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero |
| 2008 | ICASSP | A minimum-mean-square-error noise reduction algorithm on Mel-frequency cepstra for robust speech recognition. | Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero |
| 2008 | Interspeech | Automatic children's reading tutor on hand-held devices. | Xiaolong Li, Li Deng, Yun-Cheng Ju, Alex Acero |
| 2008 | Interspeech | Discriminative training of variable-parameter HMMs for noise robust speech recognition. | Dong Yu, Li Deng, Yifan Gong, Alex Acero |
| 2008 | Interspeech | Parameter clustering and sharing in variable-parameter HMMs for noise robust speech recognition. | Dong Yu, Li Deng, Yifan Gong, Alex Acero |
| 2007 | ASRU | Roles of high-fidelity acoustic modeling in robust speech recognition. | Li Deng |
| 2007 | ASRU | High-performance hmm adaptation with joint compensation of additive and convolutive distortions via Vector Taylor Series. | Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero |
| 2007 | ICASSP | Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition. | Li Deng, Dong Yu |
| 2007 | ICASSP | Efficient and Robust Language Modeling in an Automatic Children's Reading Tutor System. | Xiaolong Li, Yun-Cheng Ju, Li Deng, Alex Acero |
| 2007 | ICASSP | A Discriminative Training Framework using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification. | Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero |
| 2007 | ICASSP | Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks. | Dong Yu, Li Deng, Xiaodong He, Alex Acero |
| 2007 | Interspeech | Structure-based and template-based automatic speech recognition - comparing parametric and non-parametric approaches. | Li Deng, Helmer Strik |
| 2007 | Interspeech | Phone-discriminating minimum classification error (p-MCE) training for phonetic recognition. | Qian Qian, Xiaodong He, Li Deng |
| 2007 | Interspeech | A structured speech model parameterized by recursive dynamics and neural networks. | Roberto Togneri, Li Deng |
| 2007 | Interspeech | Handling phonetic context and speaker variation in a structure-based speech recognizer. | Dong Yu, Li Deng, Alex Acero |
| 2006 | ICASSP | A Database of Vocal Tract Resonance Trajectories for Research in Speech Processing. | Li Deng, Xiaodong Cui, Robert Pruvenok, Yanyi Chen, Safiyy Momen, Abeer Alwan |
| 2006 | Interspeech | A time-synchronous phonetic decoder for a long-contextual-Span hidden trajectory model. | Xiaolong Li, Li Deng, Dong Yu, Alex Acero |
| 2006 | Interspeech | Use of incrementally regulated discriminative margins in MCE training for speech recognition. | Dong Yu, Li Deng, Xiaodong He, Alex Acero |
| 2006 | MMSP | A Novel Learning Method for Hidden Markov Models in Speech and Audio Processing. | Xiaodong He, Li Deng, Wu Chou |
| 2005 | ICASSP | A Hidden Trajectory Model with Bi-directional Target-Filtering: Cascaded vs. Integrated Implementation for Phonetic Recognition. | Li Deng, Xiang Li, Dong Yu, Alex Acero |
| 2005 | Interspeech | Learning statistically characterized resonance targets in a hidden trajectory model of speech coarticulation and reduction. | Li Deng, Dong Yu, Alex Acero |
| 2005 | Interspeech | Evaluation of a long-contextual-Span hidden trajectory model and phonetic recognizer using a* lattice search. | Dong Yu, Li Deng, Alex Acero |
| 2004 | ICASSP | A structured speech model with continuous hidden dynamics and prediction-residual training for tracking vocal tract resonances. | Li Deng, Leo J. Lee, Hagai Attias, Alex Acero |
| 2004 | ICASSP | A multimodal variational approach to learning and inference in switching state space models [speech processing application]. | Leo J. Lee, Hagai Attias, Li Deng, Paul W. Fieguth |
| 2004 | ICASSP | Multi-sensory microphones for robust speech detection, enhancement and recognition. | Zhengyou Zhang, Zicheng Liu, Mike Sinclair, Alex Acero, Li Deng, Jasha Droppo, Xuedong Huang, Yanli Zheng |
| 2004 | Interspeech | A quantitative model for formant dynamics and contextually assimilated reduction in fluent speech. | Li Deng, Yu Dong, Alex Acero |
| 2004 | Interspeech | Use of neural network mapping and extended kalman filter to recover vocal tract resonances from the MFCC parameters of speech. | Li Deng, Roberto Togneri |
| 2004 | Interspeech | Unsupervised learning from users' error correction in speech dictation. | Dong Yu, Mei-Yuh Hwang, Peter Mau, Alex Acero, Li Deng |
| 2004 | MMSP | Nonlinear information fusion in multi-sensor processing - extracting and exploiting hidden dynamics of speech captured by a bone-conductive microphone. | Li Deng, Zicheng Liu, Zhengyou Zhang, Alejandro Acero |
| 2003 | ICASSP | An expectation maximization approach for formant tracking using a parameter-free non-linear predictor. | Issam Bazzi, Alex Acero, Li Deng |
| 2003 | ICASSP | Incremental Bayes learning with prior evolution for tracking nonstationary noise statistics from noisy speech data. | Li Deng, Jasha Droppo, Alex Acero |
| 2003 | ICASSP | Variational inference and learning for segmental switching state space models of hidden speech dynamics. | Leo J. Lee, Hagai Attias, Li Deng |
| 2003 | ICASSP | Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - MAP decoding and evaluation. | Frank Seide, Jian-Lai Zhou, Li Deng |
| 2003 | ICASSP | Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - model and training. | Jian-Lai Zhou, Frank Seide, Li Deng |
| 2003 | Interspeech | Tracking vocal tract resonances using an analytical nonlinear predictor and a target-guided temporal constraint. | Li Deng, Issam Bazzi, Alex Acero |
| 2003 | Interspeech | A comparison of three non-linear observation models for noisy speech features. | Jasha Droppo, Li Deng, Alex Acero |
| 2002 | ICASSP | A Bayesian approach to speech feature enhancement using the dynamic cepstral prior. | Li Deng, Jasha Droppo, Alex Acero |
| 2002 | ICASSP | Uncertainty decoding with SPLICE for noise robust speech recognition. | Jasha Droppo, Alex Acero, Li Deng |
| 2002 | ICASSP | A mixture linear model with target-directed dynamics for spontaneous speech recognition. | Jeff Z. Ma, Li Deng |
| 2002 | Interspeech | A new approach to speech enhancement by a microphone array using EM and mixture models. | Hagai Attias, Li Deng |
| 2002 | Interspeech | Sequential MAP noise estimation and a phase-sensitive model of the acoustic environment. | Li Deng, Jasha Droppo, Alex Acero |
| 2002 | Interspeech | Exploiting variances in robust feature extraction based on a parametric model of speech distortion. | Li Deng, Jasha Droppo, Alex Acero |
| 2002 | Interspeech | Noise from corrupted speech log mel-spectral energies. | Jasha Droppo, Alex Acero, Li Deng |
| 2002 | Interspeech | Evaluation of SPLICE on the Aurora 2 and 3 tasks. | Jasha Droppo, Li Deng, Alex Acero |
| 2001 | ICASSP | High-performance robust speech recognition using stereo training data. | Li Deng, Alex Acero, Li Jiang, Jasha Droppo, Xuedong Huang |
| 2001 | ICASSP | Efficient on-line acoustic environment estimation for FCDCN in a continuous speech recognition system. | Jasha Droppo, Alex Acero, Li Deng |
| 2001 | ICASSP | MiPad: a multimodal interaction prototype. | Xuedong Huang, Alex Acero, Ciprian Chelba, Li Deng, Jasha Droppo, Doug Duchene, Joshua Goodman, Hsiao-Wuen Hon, Derek Jacoby, Li Jiang, Ricky Loynd, Milind Mahajan, Peter Mau, Scott Meredith, Salman Mughal, Salvado Neto, Mike Plumpe, Kuansan Steury, Gina Venolia, Kuansan Wang, Ye-Yi Wang |
| 2001 | ICASSP | Towards non-stationary model-based noise adaptation for large vocabulary speech recognition. | Trausti T. Kristjansson, Brendan J. Frey, Li Deng, Alex Acero |
| 2001 | ICASSP | A functional articulatory dynamic model for speech production. | Leo J. Lee, Paul W. Fieguth, Li Deng |
| 2001 | ICASSP | An EKF-based algorithm for learning statistical hidden dynamic model parameters for phonetic recognition. | Roberto Togneri, Li Deng |
| 2001 | Interspeech | A new method for speech denoising and robust speech recognition using probabilistic models for clean speech and for noise. | Hagai Attias, Li Deng, Alex Acero, John C. Platt |
| 2001 | Interspeech | Evaluation of the SPLICE algorithm on the Aurora2 database. | Jasha Droppo, Li Deng, Alex Acero |
| 2001 | Interspeech | ALGONQUIN: iterating laplace's method to remove multiple types of acoustic distortion for robust speech recognition. | Brendan J. Frey, Li Deng, Alex Acero, Trausti T. Kristjansson |
| 2001 | Interspeech | Efficient decoding strategy for conversational speech recognition using state-space models for vocal-tract-resonance dynamics. | Jeff Z. Ma, Li Deng |
| 2000 | Interspeech | HMM adaptation using vector taylor series for noisy speech recognition. | Alex Acero, Li Deng, Trausti T. Kristjansson, Jerry Zhang |
| 2000 | Interspeech | Large-vocabulary speech recognition under adverse acoustic environments. | Li Deng, Alex Acero, Mike Plumpe, Xuedong Huang |
| 2000 | Interspeech | Mipad: a next generation PDA prototype. | Xuedong Huang, Alex Acero, Ciprian Chelba, Li Deng, Doug Duchene, Joshua Goodman, Hsiao-Wuen Hon, Derek Jacoby, Li Jiang, Ricky Loynd, Milind Mahajan, Peter Mau, Scott Meredith, Salman Mughal, Salvado Neto, Mike Plumpe, Kuansan Wang, Ye-Yi Wang |
| 2000 | Interspeech | A robust training strategy against extraneous acoustic variations for spontaneous speech recognition. | Hui Jiang, Li Deng |
| 2000 | Interspeech | Data-driven model construction for continuous speech recognition using overlapping articulatory features. | Jiping Sun, Xing Jing, Li Deng |
| 2000 | Interspeech | A robust speech understanding system using conceptual relational grammar. | Jiping Sun, Roberto Togneri, Li Deng |
| 1999 | ICASSP | Initial evaluation of hidden dynamic models on conversational speech. | Joseph Picone, Sandi Pike, Roland Reagan, Terri Kamm, John S. Bridle, Li Deng, Z. Ma, Hywel B. Richards, Mike Schuster |
| 1999 | ICASSP | Speech enhancement using voice source models. | Anisa Yasmin, Paul W. Fieguth, Li Deng |
| 1999 | Interspeech | A statistical coarticulatory model for the hidden vocal-tract-resonance dynamics. | Li Deng, Jeff Z. Ma |
| 1999 | Interspeech | Optimization of dynamic regimes in a statistical hidden dynamic model for conversational speech recognition. | Jeff Z. Ma, Li Deng |
| 1999 | Interspeech | Model-based speaker normalization methods for speech recognition. | Masaki Naito, Li Deng, Yoshinori Sagisaka |
| 1998 | ICASSP | Speaker clustering for speech recognition using the parameters characterizing vocal-tract dimensions. | Masaki Naito, Li Deng, Yoshinori Sagisaka |
| 1998 | Interspeech | Recovering vocal tract shapes from MFCC parameters. | Sorin Dusan, Li Deng |
| 1998 | Interspeech | Use of high-level linguistic constraints for constructing feature-based phonological model in speech recognition. | Jiping Sun, Li Deng |
| 1997 | ICASSP | Integrated-multilingual speech recognition using universal phonological features in a functional speech production model. | Li Deng |
| 1997 | ICASSP | Speaker adaptation experiments using nonstationary-state hidden Markov models: a MAP approach. | Chengalv Rathinavelu, Li Deng |
| 1996 | ICASSP | HMM-based speech recognition using state-dependent, linear transforms on Mel-warped DFT features. | Chengalv Rathinavelu, Li Deng |
| 1996 | Interspeech | Simulation of disordered speech using a frequency-domain vocal tract model. | Li Deng, Xuemin Shen, Donald G. Jamieson, J. Till |
| 1996 | Interspeech | Hierarchical partition of the articulatory state space for overlapping-feature based speech recognition. | Li Deng, Jim Jian-Xiong Wu |
| 1996 | Interspeech | Interaction of speech disorders with speech coders: effects on speech intelligibility. | Donald G. Jamieson, Li Deng, M. Price, Vijay Parsa, J. Till |
| 1996 | Interspeech | Optimal filtering and smoothing for speech recognition using a stochastic target model. | Gordon Ramsay, Li Deng |
| 1996 | Interspeech | The trended HMM with discriminative training for phonetic classification. | Rathinavelu Chengalvarayan, Li Deng |
| 1996 | Interspeech | H-infinity filtering for speech enhancement. | Xuemin Shen, Li Deng, Anisa Yasmin |
| 1996 | Interspeech | Modeling context-dependent phonetic units in a continuous speech recognition system for Mandarin Chinese. | Jim Jian-Xiong Wu, Li Deng, Jacky Chan |
| 1995 | ICASSP | Use of generalized dynamic feature parameters for speech recognition: maximum likelihood and minimum classification error approaches. | Rathinavelu Chengalvarayan, Li Deng |
| 1995 | ICASSP | Improved speech modeling and recognition using multi-dimensional articulatory states as primitive speech units. | Li Deng, J. Nu, Hossein Sameti |
| 1995 | ICASSP | Analysis of acoustic-phonetic variations in fluent speech using TIMIT. | Don X. Sun, Li Deng |
| 1995 | Interspeech | Maximum-likelihood estimation for articulatory speech recognition using a stochastic target model. | Gordon Ramsay, Li Deng |
| 1994 | ICASSP | Phonetic classification and recognition using HMM representation of overlapping articulatory features for all classes of English sounds. | Li Deng, Don X. Sun |
| 1994 | ICASSP | Vowel classification using a neural predictive HMM: a discriminative training approach. | Khaled Hassanein, Li Deng, Mohamed I. Elmasry |
| 1994 | ICASSP | Comparative performance of spectral subtraction and HMM-based speech enhancement strategies with application to hearing and design. | Hamid Sheikhzadeh, Hossein Sameti, Li Deng, Robert L. Brennan |
| 1994 | Interspeech | Automatic speech recognition using dynamically defined speech units. | Li Deng, Hossein Sameti |
| 1994 | Interspeech | Nonstationary-state hidden Markov model with state-dependent time warping: application to speech recognition. | Don X. Sun, Li Deng |
| 1993 | Interspeech | Speech recognition using the atomic speech units constructed from overlapping articulatory features. | Li Deng, Don X. Sun |
| 1992 | ICASSP | HMM representation of quantized articulatory features for recognition of highly confusable words. | Kevin Erler, Li Deng |
| 1991 | ICASSP | Microstructural speech units and their HMM representation for discrete utterance speech recognition. | Li Deng, Kevin Erler |
| 1990 | ICASSP | Acoustic recognition component of an 86000-word speech recognizer. | Li Deng, Vishwa Gupta, Matthew Lennig, Patrick Kenny, Paul Mermelstein |
| 1989 | ICASSP | A locus model of coarticulation in an HMM speech recognizer. | Li Deng, Patrick Kenny, Matthew Lennig, Vishwa Gupta, Paul Mermelstein |
| 1988 | ICASSP | Modeling acoustic-phonetic detail in an HMM-based large vocabulary speech recognizer. | Li Deng, Matthew Lennig, Vishwa Gupta, Paul Mermelstein |