Li Deng - RankMe

338 papers A* 13A 54C 5Misc 56Journal 143Unranked 62

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Trusting Language Models in Education. CoRR Jogi Suda Neto, Li Deng, Thejaswi Raya, Reza Shahbazi, Nick Liu, Adhitya Venkatesh, Miral Shah, Neeru Khosla, Rodrigo Capobianco Guido
2020	J	`jnl`	Introduction to the Special Issue on Deep Learning for Multi-Modal Intelligence Across Speech, Language, Vision, and Heterogeneous Signals. IEEE J. Sel. Top. Signal Process. Xiaodong He, Li Deng, Richard Rose, Minlie Huang, Isabel Trancoso, Chao Zhang
2020	J	`jnl`	Multimodal Intelligence: Representation Learning, Information Fusion, and Applications. IEEE J. Sel. Top. Signal Process. Chao Zhang, Zichao Yang, Xiaodong He, Li Deng
2020	J	`jnl`	Prediction model of the response to neoadjuvant chemotherapy in breast cancers by a Naive Bayes algorithm. Comput. Methods Programs Biomed. Libo Yang, Bo Fu, Yan Li, Yueping Liu, Wenting Huang, Sha Feng, Lin Xiao, Linyong Sun, Li Deng, Xinyi Zheng, Feng Ye, Hong Bu
2019	A*	`conf`	Attentive Tensor Product Learning. AAAI Qiuyuan Huang, Li Deng, Dapeng Oliver Wu, Chang Liu, Xiaodong He
2019	J	`jnl`	From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation. CoRR Yu Liu, Li Deng, Jianshu Chen, Chang Wen Chen
2019	J	`jnl`	Multimodal Intelligence: Representation Learning, Information Fusion, and Applications. CoRR Chao Zhang, Zichao Yang, Xiaodong He, Li Deng
2018	J	`jnl`	Artificial Intelligence in the Rising Wave of Deep Learning: The Historical Path and Future Outlook [Perspectives]. IEEE Signal Process. Mag. Li Deng
2018	J	`jnl`	Attentive Tensor Product Learning for Language Generation and Grammar Parsing. CoRR Qiuyuan Huang, Li Deng, Dapeng Oliver Wu, Chang Liu, Xiaodong He
2018	A*	`conf`	BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems. AAAI Zachary C. Lipton, Xiujun Li, Jianfeng Gao, Lihong Li, Faisal Ahmed, Li Deng
2018	—	`ch.`	Perspectives on predictive power of multimodal deep learning: surprises and future directions. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) Samy Bengio, Li Deng, Louis-Philippe Morency, Björn W. Schuller
2018	A*	`conf`	Question-Answering with Grammatically-Interpretable Representations. AAAI Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng
2018	—	`conf`	Tensor Product Generation Networks for Deep NLP Modeling. NAACL-HLT Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu
2018	—	`conf`	Towards Neural Phrase-based Machine Translation. ICLR (Poster) Po-Sen Huang, Chong Wang, Sitao Huang, Dengyong Zhou, Li Deng
2017	J	`jnl`	A Neural-Symbolic Approach to Natural Language Tasks. CoRR Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu
2017	J	`jnl`	An Unsupervised Learning Method Exploiting Sequential Output Statistics. CoRR Yu Liu, Jianshu Chen, Li Deng
2017	J	`jnl`	Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum]. IEEE Signal Process. Mag. Yonina C. Eldar, Alfred O. Hero III, Li Deng, Jeffrey A. Fessler, Jelena Kovacevic, H. Vincent Poor, Steve J. Young
2017	J	`jnl`	Character-level Deep Conflation for Business Data Analytics. CoRR Zhe Gan, P. D. Singh, Ameet Joshi, Xiaodong He, Jianshu Chen, Jianfeng Gao, Li Deng
2017	Misc	`conf`	Character-level deep conflation for business data analytics. ICASSP Zhe Gan, P. D. Singh, Ameet Joshi, Xiaodong He, Jianshu Chen, Jianfeng Gao, Li Deng
2017	J	`jnl`	Convolutional Deep Stacking Networks for distributed compressive sensing. Signal Process. Hamid Palangi, Rabab Kreidieh Ward, Li Deng
2017	J	`jnl`	Deep Learning for Image-to-Text Generation: A Technical Overview. IEEE Signal Process. Mag. Xiaodong He, Li Deng
2017	J	`jnl`	Deep Learning of Grammatically-Interpretable Representations Through Question-Answering. CoRR Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng
2017	Misc	`conf`	End-to-end joint learning of natural language understanding and dialogue manager. ICASSP Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tür, Paul A. Crook, Xiujun Li, Jianfeng Gao, Li Deng
2017	J	`jnl`	Neural Phrase-based Machine Translation. CoRR Po-Sen Huang, Chong Wang, Dengyong Zhou, Li Deng
2017	—	`conf`	Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes. NIPS Jianshu Chen, Chong Wang, Lin Xiao, Ji He, Lihong Li, Li Deng
2017	J	`jnl`	Scaffolding Networks for Teaching and Learning to Comprehend. CoRR Asli Celikyilmaz, Li Deng, Lihong Li, Chong Wang
2017	A*	`conf`	Semantic Compositional Networks for Visual Captioning. CVPR Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng
2017	A*	`conf`	Sequence Modeling via Segmentations. ICML Chong Wang, Yining Wang, Po-Sen Huang, Abdelrahman Mohamed, Dengyong Zhou, Li Deng
2017	J	`jnl`	Sequence Modeling via Segmentations. CoRR Chong Wang, Yining Wang, Po-Sen Huang, Abdelrahman Mohamed, Dengyong Zhou, Li Deng
2017	A*	`conf`	StyleNet: Generating Attractive Visual Captions with Styles. CVPR Chuang Gan, Zhe Gan, Xiaodong He, Jianfeng Gao, Li Deng
2017	J	`jnl`	Tensor Product Generation Networks. CoRR Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu
2017	—	`conf`	Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access. ACL (1) Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng
2017	A*	`conf`	Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension. EMNLP David Golub, Po-Sen Huang, Xiaodong He, Li Deng
2017	J	`jnl`	Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension. CoRR David Golub, Po-Sen Huang, Xiaodong He, Li Deng
2017	—	`conf`	Unsupervised Sequence Classification using Sequential Output Statistics. NIPS Yu Liu, Jianshu Chen, Li Deng
2016	J	`jnl`	Basic Reasoning with Tensor Product Representations. CoRR Paul Smolensky, Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng
2016	A*	`conf`	Bi-directional Attention with Agreement for Dependency Parsing. EMNLP Hao Cheng, Hao Fang, Xiaodong He, Jianfeng Gao, Li Deng
2016	J	`jnl`	Bi-directional Attention with Agreement for Dependency Parsing. CoRR Hao Cheng, Hao Fang, Xiaodong He, Jianfeng Gao, Li Deng
2016	J	`jnl`	Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear. CoRR Zachary C. Lipton, Jianfeng Gao, Lihong Li, Jianshu Chen, Li Deng
2016	A*	`conf`	Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads. EMNLP Ji He, Mari Ostendorf, Xiaodong He, Jianshu Chen, Jianfeng Gao, Lihong Li, Li Deng
2016	J	`jnl`	Deep Reinforcement Learning with a Combinatorial Action Space for Predicting and Tracking Popular Discussion Threads. CoRR Ji He, Mari Ostendorf, Xiaodong He, Jianshu Chen, Jianfeng Gao, Lihong Li, Li Deng
2016	—	`conf`	Deep Reinforcement Learning with a Natural Language Action Space. ACL (1) Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf
2016	J	`jnl`	Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval. IEEE ACM Trans. Audio Speech Lang. Process. Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
2016	J	`jnl`	Distributed Compressive Sensing: A Deep Learning Approach. IEEE Trans. Signal Process. Hamid Palangi, Rabab K. Ward, Li Deng
2016	J	`jnl`	Efficient Exploration for Dialog Policy Learning with Deep BBQ Networks \& Replay Buffer Spiking. CoRR Zachary C. Lipton, Jianfeng Gao, Lihong Li, Xiujun Li, Faisal Ahmed, Li Deng
2016	J	`jnl`	End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager. CoRR Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tür, Paul A. Crook, Xiujun Li, Jianfeng Gao, Li Deng
2016	A	`conf`	End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding. INTERSPEECH Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Jianfeng Gao, Li Deng
2016	J	`jnl`	End-to-End Reinforcement Learning of Dialogue Agents for Information Access. CoRR Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng
2016	Misc	`conf`	Exploiting correlations among channels in distributed compressive sensing with convolutional deep stacking networks. ICASSP Hamid Palangi, Rabab Kreidieh Ward, Li Deng
2016	Misc	`conf`	Interpreting the prediction process of a deep network constructed from supervised topic models. ICASSP Jianshu Chen, Ji He, Xiaodong He, Lin Xiao, Jianfeng Gao, Li Deng
2016	J	`jnl`	Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks. CoRR Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng
2016	—	`conf`	MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. CoCo@NIPS Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
2016	J	`jnl`	MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. CoRR Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
2016	A	`conf`	Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM. INTERSPEECH Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Yun-Nung Chen, Jianfeng Gao, Li Deng, Ye-Yi Wang
2016	A*	`conf`	Reasoning in Vector Space: An Exploratory Study of Question Answering. ICLR (Poster) Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng, Paul Smolensky
2016	—	`conf`	Reconstruction of sparse vectors in compressive sensing with multiple measurement vectors using bidirectional long short-term memory. GlobalSIP Hamid Palangi, Rabab Kreidieh Ward, Li Deng
2016	J	`jnl`	Semantic Compositional Networks for Visual Captioning. CoRR Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng
2016	A*	`conf`	Stacked Attention Networks for Image Question Answering. CVPR Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alexander J. Smola
2016	—	`conf`	Syntax or semantics? knowledge-guided joint semantic frame parsing. SLT Yun-Nung Chen, Dilek Hakanni-Tur, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng
2016	A	`conf`	The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. INTERSPEECH Kong-Aik Lee, Haizhou Li, Li Deng, Ville Hautamäki, 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
2016	J	`jnl`	Unsupervised Learning of Predictors from Unpaired Input-Output Samples. CoRR Jianshu Chen, Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng
2015	—	`conf`	A Deep Embedding Model for Co-occurrence Learning. ICDM Workshops Yelong Shen, Ruoming Jin, Jianshu Chen, Xiaodong He, Jianfeng Gao, Li Deng
2015	J	`jnl`	A Deep Embedding Model for Co-occurrence Learning. CoRR Yelong Shen, Ruoming Jin, Jianshu Chen, Xiaodong He, Jianfeng Gao, Li Deng
2015	J	`jnl`	Deep Learning for Acoustic Modeling in Parametric Speech Generation: A systematic review of existing techniques and future trends. IEEE Signal Process. Mag. Zhen-Hua Ling, Shiyin Kang, Heiga Zen, Andrew W. Senior, Mike Schuster, Xiaojun Qian, Helen M. Meng, Li Deng
2015	J	`jnl`	Deep Reinforcement Learning with an Unbounded Action Space. CoRR Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf
2015	J	`jnl`	Deep Sentence Embedding Using the Long Short Term Memory Network: Analysis and Application to Information Retrieval. CoRR Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
2015	J	`jnl`	Distributed Compressive Sensing: A Deep Learning Approach. CoRR Hamid Palangi, Rabab K. Ward, Li Deng
2015	—	`conf`	Embedding Entities and Relations for Learning and Inference in Knowledge Bases. ICLR (Poster) Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng
2015	—	`conf`	End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture. NIPS Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng
2015	J	`jnl`	End-to-end Learning of Latent Dirichlet Allocation by Mirror-Descent Back Propagation. CoRR Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng
2015	A*	`conf`	From captions to visual concepts and back. CVPR Hao Fang, Saurabh Gupta, Forrest N. Iandola, Rupesh Kumar Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
2015	—	`conf`	Language Models for Image Captioning: The Quirks and What Works. ACL (2) Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell
2015	J	`jnl`	Language Models for Image Captioning: The Quirks and What Works. CoRR Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell
2015	J	`jnl`	Recurrent Reinforcement Learning: A Hybrid Approach. CoRR Xiujun Li, Lihong Li, Jianfeng Gao, Xiaodong He, Jianshu Chen, Li Deng, Ji He
2015	—	`conf`	Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval. HLT-NAACL Xiaodong Liu, Jianfeng Gao, Xiaodong He, Li Deng, Kevin Duh, Ye-Yi Wang
2015	J	`jnl`	Stacked Attention Networks for Image Question Answering. CoRR Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alexander J. Smola
2015	J	`jnl`	Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. Grégoire Mesnil, Yann N. Dauphin, Kaisheng Yao, Yoshua Bengio, Li Deng, Dilek Hakkani-Tür, Xiaodong He, Larry P. Heck, Gökhan Tür, Dong Yu, Geoffrey Zweig
2014	A	`conf`	A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval. CIKM Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Grégoire Mesnil
2014	—	`conf`	A New Method for Learning Deep Recurrent Neural Networks. ICLR (Workshop Poster) Jianshu Chen, Li Deng
2014	J	`jnl`	A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation. Neurocomputing Kaisheng Yao, Dong Yu, Li Deng, Yifan Gong
2014	A	`conf`	Achievements and challenges of deep learning - from speech analysis and recognition to language and multimodal processing. INTERSPEECH Li Deng
2014	J	`jnl`	An Overview of Noise-Robust Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Jinyu Li, Li Deng, Yifan Gong, Reinhold Haeb-Umbach
2014	J	`jnl`	Convolutional Neural Networks for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Li Deng, Gerald Penn, Dong Yu
2014	J	`jnl`	Deep Learning: Methods and Applications. Found. Trends Signal Process. Li Deng, Dong Yu
2014	J	`jnl`	Editorial: Expanding the Technical Reach of our Transactions. IEEE ACM Trans. Audio Speech Lang. Process. Li Deng, Steve Renals, Marcello Federico, Mari Ostendorf
2014	A	`conf`	Ensemble deep learning for speech recognition. INTERSPEECH Li Deng, John C. Platt
2014	J	`jnl`	Farewell editorial: keeping up the momentum of innovations. IEEE ACM Trans. Audio Speech Lang. Process. Li Deng
2014	J	`jnl`	From Captions to Visual Concepts and Back. CoRR Hao Fang, Saurabh Gupta, Forrest N. Iandola, Rupesh Kumar Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
2014	—	`conf`	Learning Continuous Phrase Representations for Translation Modeling. ACL (1) Jianfeng Gao, Xiaodong He, Wen-tau Yih, Li Deng
2014	J	`jnl`	Learning Multi-Relational Semantics Using Neural-Embedding Models. CoRR Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng
2014	—	`conf`	Learning semantic representations using convolutional neural networks for web search. WWW (Companion Volume) Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Grégoire Mesnil
2014	A*	`conf`	Modeling Interestingness with Deep Neural Networks. EMNLP Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
2014	—	`conf`	Recurrent Deep-Stacking Networks for sequence classification. ChinaSIP Hamid Palangi, Li Deng, Rabab K. Ward
2014	J	`jnl`	Semantic Modelling with Long-Short-Term Memory for Information Retrieval. CoRR Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
2014	Misc	`conf`	Sequence classification using the high-level features extracted from deep neural networks. ICASSP Li Deng, Jianshu Chen
2013	Misc	`conf`	A deep convolutional neural network using heterogeneous pooling for trading acoustic invariance with phonetic confusion. ICASSP Li Deng, Ossama Abdel-Hamid, Dong Yu
2013	Misc	`conf`	Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers. ICASSP Jui-Ting Huang, Jinyu Li, Dong Yu, Li Deng, Yifan Gong
2013	A	`conf`	Deep segmental neural networks for speech recognition. INTERSPEECH Ossama Abdel-Hamid, Li Deng, Dong Yu, Hui Jiang
2013	Misc	`conf`	Deep stacking networks for information retrieval. ICASSP Li Deng, Xiaodong He, Jianfeng Gao
2013	Misc	`conf`	End-to-end learning of parsing models for information retrieval. ICASSP Jennifer Gillenwater, Xiaodong He, Jianfeng Gao, Li Deng
2013	J	`jnl`	Exploiting deep neural networks for detection-based speech recognition. Neurocomputing Sabato Marco Siniscalchi, Dong Yu, Li Deng, Chin-Hui Lee
2013	A	`conf`	Exploring convolutional neural network structures and optimization techniques for speech recognition. INTERSPEECH Ossama Abdel-Hamid, Li Deng, Dong Yu
2013	J	`jnl`	Guest Editors' Introduction: Special Section on Learning Deep Architectures. IEEE Trans. Pattern Anal. Mach. Intell. Samy Bengio, Li Deng, Hugo Larochelle, Honglak Lee, Ruslan Salakhutdinov
2013	A	`conf`	Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding. INTERSPEECH Grégoire Mesnil, Xiaodong He, Li Deng, Yoshua Bengio
2013	Misc	`conf`	Large-scale malware classification using random projections and neural networks. ICASSP George E. Dahl, Jack W. Stokes, Li Deng, Dong Yu
2013	J	`jnl`	Learning Input and Recurrent Weight Matrices in Echo State Networks. CoRR Hamid Palangi, Li Deng, Rabab K. Ward
2013	J	`jnl`	Learning Semantic Representations for the Phrase Translation Model. CoRR Jianfeng Gao, Xiaodong He, Wen-tau Yih, Li Deng
2013	A	`conf`	Learning deep structured semantic models for web search using clickthrough data. CIKM Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry P. Heck
2013	J	`jnl`	Modeling Spectral Envelopes Using Restricted Boltzmann Machines and Deep Belief Networks for Statistical Parametric Speech Synthesis. IEEE Trans. Speech Audio Process. Zhen-Hua Ling, Li Deng, Dong Yu
2013	Misc	`conf`	Modeling spectral envelopes using restricted Boltzmann machines for statistical parametric speech synthesis. ICASSP Zhen-Hua Ling, Li Deng, Dong Yu
2013	Misc	`conf`	Multi-style adaptive training for robust cross-lingual spoken language understanding. ICASSP Xiaodong He, Li Deng, Dilek Hakkani-Tür, Gökhan Tür
2013	Misc	`conf`	New types of deep neural network learning for speech recognition and related applications: an overview. ICASSP Li Deng, Geoffrey E. Hinton, Brian Kingsbury
2013	J	`jnl`	Optimization Algorithms and Applications for Speech and Language Processing. IEEE Trans. Speech Audio Process. Stephen J. Wright, Dimitri Kanevsky, Li Deng, Xiaodong He, Georg Heigold, Haizhou Li
2013	Misc	`conf`	Predicting speech recognition confidence using deep learning with word identity and score features. ICASSP Po-Sen Huang, Kshitiz Kumar, Chaojun Liu, Yifan Gong, Li Deng
2013	Misc	`conf`	Random features for Kernel Deep Convex Network. ICASSP Po-Sen Huang, Li Deng, Mark Hasegawa-Johnson, Xiaodong He
2013	Misc	`conf`	Recent advances in deep learning for speech research at Microsoft. ICASSP 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	J	`jnl`	Speech Information Processing: Theory and Applications [Scanning the Issue]. Proc. IEEE Douglas D. O'Shaughnessy, Li Deng, Haizhou Li
2013	J	`jnl`	Speech Recognition Using Long-Span Temporal Patterns in a Deep Network Model. IEEE Signal Process. Lett. Sabato Marco Siniscalchi, Dong Yu, Li Deng, Chin-Hui Lee
2013	J	`jnl`	Speech-Centric Information Processing: An Optimization-Oriented Approach. Proc. IEEE Xiaodong He, Li Deng
2013	J	`jnl`	Tensor Deep Stacking Networks. IEEE Trans. Pattern Anal. Mach. Intell. Brian Hutchinson, Li Deng, Dong Yu
2013	J	`jnl`	The Deep Tensor Neural Network With Applications to Large Vocabulary Speech Recognition. IEEE Trans. Speech Audio Process. Dong Yu, Li Deng, Frank Seide
2013	Misc	`conf`	Using deep stacking network to improve structured compressed sensing with Multiple Measurement Vectors. ICASSP Hamid Palangi, Rabab K. Ward, Li Deng
2012	Misc	`conf`	A deep architecture with bilinear modeling of hidden representations: Applications to phonetic recognition. ICASSP Brian Hutchinson, Li Deng, Dong Yu
2012	—	`conf`	Adaptation of context-dependent deep neural networks for automatic speech recognition. SLT Kaisheng Yao, Dong Yu, Frank Seide, Hang Su, Li Deng, Yifan Gong
2012	A	`conf`	Are Sparse Representations Rich Enough for Acoustic Modeling? INTERSPEECH Oriol Vinyals, Li Deng
2012	—	`conf`	Being deep and being dynamic - new-generation models and methodology for advancing speech technology. Odyssey Li Deng
2012	Misc	`conf`	Boosting attribute and phone estimation accuracies with deep neural networks for detection-based speech recognition. ICASSP Dong Yu, Sabato Marco Siniscalchi, Li Deng, Chin-Hui Lee
2012	J	`jnl`	Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition. IEEE Trans. Speech Audio Process. George E. Dahl, Dong Yu, Li Deng, Alex Acero
2012	J	`jnl`	Efficient and effective algorithms for training single-hidden-layer neural networks. Pattern Recognit. Lett. Dong Yu, Li Deng
2012	Misc	`conf`	Exploiting sparseness in deep neural networks for large vocabulary speech recognition. ICASSP Dong Yu, Frank Seide, Gang Li, Li Deng
2012	J	`jnl`	Inaugural Editorial: Riding the Tidal Wave of Human-Centric Information Processing - Innovate, Outreach, Collaborate, Connect, Expand, and Win. IEEE Trans. Speech Audio Process. Li Deng
2012	A	`conf`	Large Vocabulary Speech Recognition Using Deep Tensor Neural Networks. INTERSPEECH Dong Yu, Li Deng, Frank Seide
2012	—	`conf`	Learning deep architectures using kernel modules. MLSLP Li Deng
2012	—	`conf`	Learning with Recursive Perceptual Representations. NIPS Oriol Vinyals, Yangqing Jia, Li Deng, Trevor Darrell
2012	—	`conf`	Maximum Expected BLEU Training of Phrase and Lexicon Translation Models. ACL (1) Xiaodong He, Li Deng
2012	Misc	`conf`	New methods and evaluation experiments on translating TED talks in the IWSLT benchmark. ICASSP Amittai Axelrod, Xiaodong He, Li Deng, Alex Acero, Mei-Yuh Hwang
2012	Misc	`conf`	Optimization in speech-centric information processing: Criteria and techniques. ICASSP Xiaodong He, Li Deng
2012	A	`conf`	Parallel Training for Deep Stacking Networks. INTERSPEECH Li Deng, Brian Hutchinson, Dong Yu
2012	Misc	`conf`	Scalable stacking and learning for building deep architectures. ICASSP Li Deng, Dong Yu, John C. Platt
2012	J	`jnl`	The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web]. IEEE Signal Process. Mag. Li Deng
2012	Misc	`conf`	Towards deeper understanding: Deep convex networks for semantic utterance classification. ICASSP Gökhan Tür, Li Deng, Dilek Hakkani-Tür, Xiaodong He
2012	—	`conf`	Use of kernel deep convex networks and end-to-end learning for spoken language understanding. SLT Li Deng, Gökhan Tür, Xiaodong He, Dilek Hakkani-Tür
2011	Misc	`conf`	A novel decision function and the associated decision-feedback learning for speech translation. ICASSP Yaodong Zhang, Li Deng, Xiaodong He, Alex Acero
2011	A	`conf`	Accelerated Parallelizable Neural Network Learning Algorithm for Speech Recognition. INTERSPEECH Dong Yu, Li Deng
2011	J	`jnl`	Calibration of Confidence Measures in Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Dong Yu, Jinyu Li, Li Deng
2011	A	`conf`	Deep Convex Net: A Scalable Architecture for Speech Pattern Classification. INTERSPEECH Dong Yu, Li Deng
2011	J	`jnl`	Deep Learning and Its Applications to Signal and Information Processing [Exploratory DSP]. IEEE Signal Process. Mag. Dong Yu, Li Deng
2011	—	`ch.`	Front-End, Back-End, and Hybrid Techniques for Noise-Robust Speech Recognition. Robust Speech Recognition of Uncertain or Missing Data Li Deng
2011	Misc	`conf`	Large vocabulary continuous speech recognition with context-dependent DBN-HMMS. ICASSP George E. Dahl, Dong Yu, Li Deng, Alex Acero
2011	J	`jnl`	New Honor, New Initiatives, and New Impact to Come [From the Editor]. IEEE Signal Process. Mag. Li Deng
2011	A	`conf`	Robust Speech Translation by Domain Adaptation. INTERSPEECH Xiaodong He, Li Deng
2011	J	`jnl`	Shining Bright: The Golden Era of Signal Processing [From the Editor]. IEEE Signal Process. Mag. Li Deng
2011	J	`jnl`	Signal Processing Trends in Media, Mobility, and Search [From the Editors]. IEEE Signal Process. Mag. Dan Schonfeld, Li Deng
2011	J	`jnl`	Speech Recognition, Machine Translation, and Speech Translation - A Unified Discriminative Learning Paradigm [Lecture Notes]. IEEE Signal Process. Mag. Xiaodong He, Li Deng
2011	—	`conf`	The MSR SYSTEM for IWSLT 2011 evaluation. IWSLT Xiaodong He, Amittai Axelrod, Li Deng, Alex Acero, Mei-Yuh Hwang, Alisa Nguyen, Andrew Wang, Xiahui Huang
2011	Misc	`conf`	Why word error rate is not a good metric for speech recognizer training for the speech translation task? ICASSP Xiaodong He, Li Deng, Alex Acero
2010	J	`jnl`	A Geometric Perspective of Large-Margin Training of Gaussian Models [Lecture Notes]. IEEE Signal Process. Mag. Lin Xiao, Li Deng
2010	J	`jnl`	Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion. Comput. Speech Lang. Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
2010	—	`ch.`	An Overview of Modern Speech Recognition. Handbook of Natural Language Processing Xuedong Huang, Li Deng
2010	A	`conf`	Binary coding of speech spectrograms using a deep auto-encoder. INTERSPEECH Li Deng, Michael L. Seltzer, Dong Yu, Alex Acero, Abdel-rahman Mohamed, Geoffrey E. Hinton
2010	A	`conf`	Deep-structured hidden conditional random fields for phonetic recognition. INTERSPEECH Dong Yu, Li Deng
2010	J	`jnl`	Introduction to the Issue on Statistical Learning Methods for Speech and Language Processing. IEEE J. Sel. Top. Signal Process. Xiaodong He, Li Deng, Roland Kuhn, Helen M. Meng, Samy Bengio
2010	A	`conf`	Investigation of full-sequence training of deep belief networks for speech recognition. INTERSPEECH Abdel-rahman Mohamed, Dong Yu, Li Deng
2010	Misc	`conf`	Language recognition using deep-structured conditional random fields. ICASSP Dong Yu, Shizhen Wang, Zahi N. Karam, Li Deng
2010	Misc	`conf`	Semantic confidence calibration for spoken dialog applications. ICASSP Dong Yu, Li Deng
2010	J	`jnl`	Sequential Labeling Using Deep-Structured Conditional Random Fields. IEEE J. Sel. Top. Signal Process. Dong Yu, Shizhen Wang, Li Deng
2010	—	`conf`	The MSRA machine translation system for IWSLT 2010. IWSLT Chi-Ho Li, Nan Duan, Yinggong Zhao, Shujie Liu, Lei Cui, Mei-Yuh Hwang, Amittai Axelrod, Jianfeng Gao, Yaodong Zhang, Li Deng
2010	A	`conf`	Unscented transform with online distortion estimation for HMM adaptation. INTERSPEECH Jinyu Li, Dong Yu, Yifan Gong, Li Deng
2010	Misc	`conf`	Word confidence calibration using a maximum entropy model with constraints on confidence and word distributions. ICASSP Dong Yu, Shizhen Wang, Jinyu Li, Li Deng
2009	J	`jnl`	A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models. IEEE Trans. Speech Audio Process. Dong Yu, Li Deng, Yifan Gong, Alex Acero
2009	Misc	`conf`	A study on multilingual acoustic modeling for large vocabulary ASR. ICASSP Hui Lin, Li Deng, Dong Yu, Yifan Gong, Alex Acero, Chin-Hui Lee
2009	J	`jnl`	A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions. Comput. Speech Lang. Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
2009	Misc	`conf`	Cross-lingual speech recognition under runtime resource constraints. ICASSP Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
2009	J	`jnl`	Developments and directions in speech recognition and understanding, Part 1 [DSP Education]. IEEE Signal Process. Mag. Janet M. Baker, Li Deng, James R. Glass, Sanjeev Khudanpur, Chin-Hui Lee, Nelson Morgan, Douglas D. O'Shaughnessy
2009	Misc	`conf`	Discriminative pronounciation learning using phonetic decoder and minimum-classification-error criterion. ICASSP Oriol Vinyals, Li Deng, Dong Yu, Alex Acero
2009	A	`conf`	Hidden conditional random field with distribution constraints for phone classification. INTERSPEECH Dong Yu, Li Deng, Alex Acero
2009	Misc	`conf`	Maximizing global entropy reduction for active learning in speech recognition. ICASSP Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
2009	A	`conf`	Rethinking of computation for future-generation, knowledge-rich speech recognition and understanding. ICME Li Deng
2009	J	`jnl`	Solving nonlinear estimation problems using splines [Lecture Notes]. IEEE Signal Process. Mag. Dong Yu, Li Deng
2009	J	`jnl`	Updated MINDS report on speech recognition and understanding, Part 2 [DSP Education]. IEEE Signal Process. Mag. Janet M. Baker, Li Deng, Sanjeev Khudanpur, Chin-Hui Lee, James R. Glass, Nelson Morgan, Douglas D. O'Shaughnessy
2009	Misc	`conf`	Using collective information in semi-supervised learning for speech recognition. ICASSP Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
2009	J	`jnl`	Using continuous features in the maximum entropy model. Pattern Recognit. Lett. Dong Yu, Li Deng, Alex Acero
2008	Misc	`conf`	A minimum-mean-square-error noise reduction algorithm on Mel-frequency cepstra for robust speech recognition. ICASSP Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
2008	Misc	`conf`	Adaptation of compressed HMM parameters for resource-constrained speech recognition. ICASSP Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero
2008	J	`jnl`	An Integrative and Discriminative Technique for Spoken Utterance Classification. IEEE Trans. Speech Audio Process. Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero
2008	A	`conf`	Automatic children's reading tutor on hand-held devices. INTERSPEECH Xiaolong Li, Li Deng, Yun-Cheng Ju, Alex Acero
2008	—	`book`	Discriminative Learning for Speech Recognition: Theory and Practice Discriminative Learning for Speech Recognition Xiaodong He, Li Deng
2008	J	`jnl`	Discriminative learning in sequential pattern recognition. IEEE Signal Process. Mag. Xiaodong He, Li Deng, Wu Chou
2008	A	`conf`	Discriminative training of variable-parameter HMMs for noise robust speech recognition. INTERSPEECH Dong Yu, Li Deng, Yifan Gong, Alex Acero
2008	Misc	`conf`	HMM adaptation using a phase-sensitive acoustic distortion model for environment-robust speech recognition. ICASSP Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
2008	—	`conf`	Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition. ISCSLP Dong Yu, Li Deng, Jian Wu, Yifan Gong, Alex Acero
2008	J	`jnl`	Large-margin minimum classification error training: A theoretical risk minimization perspective. Comput. Speech Lang. Dong Yu, Li Deng, Xiaodong He, Alex Acero
2008	A	`conf`	Parameter clustering and sharing in variable-parameter HMMs for noise robust speech recognition. INTERSPEECH Dong Yu, Li Deng, Yifan Gong, Alex Acero
2008	J	`jnl`	Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor. IEEE Trans. Speech Audio Process. Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
2007	—	`conf`	A Discriminative Training Framework using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification. ICASSP (4) Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero
2007	J	`jnl`	A new look at discriminative training for hidden Markov models. Pattern Recognit. Lett. Xiaodong He, Li Deng
2007	A	`conf`	A structured speech model parameterized by recursive dynamics and neural networks. INTERSPEECH Roberto Togneri, Li Deng
2007	J	`jnl`	Adaptive Kalman Filtering and Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model. IEEE Trans. Speech Audio Process. Li Deng, Leo J. Lee, Hagai Attias, Alex Acero
2007	—	`conf`	Efficient and Robust Language Modeling in an Automatic Children's Reading Tutor System. ICASSP (4) Xiaolong Li, Yun-Cheng Ju, Li Deng, Alex Acero
2007	J	`jnl`	Guest Editors' Introduction: Special Section on Emergent Systems, Algorithms and Architectures for Speech-Based Human-Machine Interaction. IEEE Trans. Computers Rodrigo Capobianco Guido, Li Deng, Shoji Makino
2007	A	`conf`	Handling phonetic context and speaker variation in a structure-based speech recognizer. INTERSPEECH Dong Yu, Li Deng, Alex Acero
2007	C	`conf`	High-performance hmm adaptation with joint compensation of additive and convolutive distortions via Vector Taylor Series. ASRU Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
2007	—	`conf`	Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition. ICSC Dong Yu, Li Deng
2007	—	`conf`	Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks. ICASSP (4) Dong Yu, Li Deng, Xiaodong He, Alex Acero
2007	A	`conf`	Phone-discriminating minimum classification error (p-MCE) training for phonetic recognition. INTERSPEECH Qian Qian, Xiaodong He, Li Deng
2007	C	`conf`	Roles of high-fidelity acoustic modeling in robust speech recognition. ASRU Li Deng
2007	J	`jnl`	Speaker-adaptive learning of resonance targets in a hidden trajectory model of speech coarticulation. Comput. Speech Lang. Dong Yu, Li Deng, Alex Acero
2007	A	`conf`	Structure-based and template-based automatic speech recognition - comparing parametric and non-parametric approaches. INTERSPEECH Li Deng, Helmer Strik
2007	—	`conf`	Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition. ICASSP (4) Li Deng, Dong Yu
2006	C	`conf`	A Novel Learning Method for Hidden Markov Models in Speech and Audio Processing. MMSP Xiaodong He, Li Deng, Wu Chou
2006	J	`jnl`	A bidirectional target-filtering model of speech coarticulation and reduction: two-stage implementation for phonetic recognition. IEEE Trans. Speech Audio Process. Li Deng, Dong Yu, Alex Acero
2006	J	`jnl`	A lattice search technique for a long-contextual-span hidden trajectory model of speech. Speech Commun. Dong Yu, Li Deng, Alex Acero
2006	J	`jnl`	A state-space model with neural-network prediction for recovering vocal tract resonances in fluent speech from Mel-cepstral coefficients. Speech Commun. Roberto Togneri, Li Deng
2006	A	`conf`	A time-synchronous phonetic decoder for a long-contextual-Span hidden trajectory model. INTERSPEECH Xiaolong Li, Li Deng, Dong Yu, Alex Acero
2006	—	`book`	Dynamic Speech Models: Theory, Algorithms, and Applications Dynamic Speech Models Li Deng
2006	J	`jnl`	Structured speech modeling. IEEE Trans. Speech Audio Process. Li Deng, Dong Yu, Alex Acero
2006	J	`jnl`	Tracking vocal tract resonances using a quantized nonlinear function embeddedin a temporal constraint. IEEE Trans. Speech Audio Process. Li Deng, Alex Acero, Issam Bazzi
2006	A	`conf`	Use of incrementally regulated discriminative margins in MCE training for speech recognition. INTERSPEECH Dong Yu, Li Deng, Xiaodong He, Alex Acero
2005	—	`conf`	A Hidden Trajectory Model with Bi-directional Target-Filtering: Cascaded vs. Integrated Implementation for Phonetic Recognition. ICASSP (1) Li Deng, Xiang Li, Dong Yu, Alex Acero
2005	J	`jnl`	A Speech-Centric Perspective for Human-Computer Interface: A Case Study. J. VLSI Signal Process. Li Deng, Dong Yu
2005	J	`jnl`	Analysis and comparison of two speech feature extraction/compensation algorithms. IEEE Signal Process. Lett. Li Deng, Jian Wu, Jasha Droppo, Alex Acero
2005	J	`jnl`	Dynamic compensation of HMM variances using the feature enhancement uncertainty computed from a parametric model of speech distortion. IEEE Trans. Speech Audio Process. Li Deng, Jasha Droppo, Alex Acero
2005	A	`conf`	Evaluation of a long-contextual-Span hidden trajectory model and phonetic recognizer using a* lattice search. INTERSPEECH Dong Yu, Li Deng, Alex Acero
2005	A	`conf`	Learning statistically characterized resonance targets in a hidden trajectory model of speech coarticulation and reduction. INTERSPEECH Li Deng, Dong Yu, Alex Acero
2005	A	`conf`	Multi-sensory speech processing: incorporating automatically extracted hidden dynamic information. ICME Amarnag Subramanya, Li Deng, Zicheng Liu, Zhengyou Zhang
2005	J	`jnl`	Speech technology and systems in human-machine communication [from the Guest Editors]. IEEE Signal Process. Mag. Li Deng, Kuansan Wang, Wu Chou
2005	J	`jnl`	Spoken language understanding. IEEE Signal Process. Mag. Ye-Yi Wang, Li Deng, Alex Acero
2004	J	`jnl`	A mixed-level switching dynamic system for continuous speech recognition. Comput. Speech Lang. Jeff Z. Ma, Li Deng
2004	—	`conf`	A multimodal variational approach to learning and inference in switching state space models [speech processing application]. ICASSP (5) Leo J. Lee, Hagai Attias, Li Deng, Paul W. Fieguth
2004	A	`conf`	A quantitative model for formant dynamics and contextually assimilated reduction in fluent speech. INTERSPEECH Li Deng, Yu Dong, Alex Acero
2004	—	`conf`	A structured speech model with continuous hidden dynamics and prediction-residual training for tracking vocal tract resonances. ICASSP (1) Li Deng, Leo J. Lee, Hagai Attias, Alex Acero
2004	J	`jnl`	Challenges in adopting speech recognition. Commun. ACM Li Deng, Xuedong Huang
2004	J	`jnl`	Enhancement of log Mel power spectra of speech using a phase-sensitive model of the acoustic environment and sequential estimation of the corrupting noise. IEEE Trans. Speech Audio Process. Li Deng, Jasha Droppo, Alex Acero
2004	J	`jnl`	Estimating cepstrum of speech under the presence of noise using a joint prior of static and dynamic features. IEEE Trans. Speech Audio Process. Li Deng, Jasha Droppo, Alex Acero
2004	—	`conf`	Multi-sensory microphones for robust speech detection, enhancement and recognition. ICASSP (3) Zhengyou Zhang, Zicheng Liu, Mike Sinclair, Alex Acero, Li Deng, Jasha Droppo, Xuedong Huang, Yanli Zheng
2004	C	`conf`	Nonlinear information fusion in multi-sensor processing - extracting and exploiting hidden dynamics of speech captured by a bone-conductive microphone. MMSP Li Deng, Zicheng Liu, Zhengyou Zhang, Alejandro Acero
2004	J	`jnl`	Speech and Language Processing for Multimodal Human-Computer Interaction. J. VLSI Signal Process. Li Deng, Ye-Yi Wang, Kuansan Wang, Alex Acero, Hsiao-Wuen Hon, Jasha Droppo, Constantinos Boulis, Milind Mahajan, Xuedong Huang
2004	J	`jnl`	Target-directed mixture dynamic models for spontaneous speech recognition. IEEE Trans. Speech Audio Process. Jeff Z. Ma, Li Deng
2004	A	`conf`	Unsupervised learning from users' error correction in speech dictation. INTERSPEECH Dong Yu, Mei-Yuh Hwang, Peter Mau, Alex Acero, Li Deng
2004	A	`conf`	Use of neural network mapping and extended kalman filter to recover vocal tract resonances from the MFCC parameters of speech. INTERSPEECH Li Deng, Roberto Togneri
2003	A	`conf`	A comparison of three non-linear observation models for noisy speech features. INTERSPEECH Jasha Droppo, Li Deng, Alex Acero
2003	—	`conf`	An expectation maximization approach for formant tracking using a parameter-free non-linear predictor. ICASSP (1) Issam Bazzi, Alex Acero, Li Deng
2003	—	`conf`	Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - MAP decoding and evaluation. ICASSP (1) Frank Seide, Jian-Lai Zhou, Li Deng
2003	—	`conf`	Coarticulation modeling by embedding a target-directed hidden trajectory model into HMM - model and training. ICASSP (1) Jian-Lai Zhou, Frank Seide, Li Deng
2003	J	`jnl`	Efficient decoding strategies for conversational speech recognition using a constrained nonlinear state-space model. IEEE Trans. Speech Audio Process. Jeff Z. Ma, Li Deng
2003	—	`conf`	Incremental Bayes learning with prior evolution for tracking nonstationary noise statistics from noisy speech data. ICASSP (1) Li Deng, Jasha Droppo, Alex Acero
2003	J	`jnl`	Joint state and parameter estimation for a target-directed nonlinear dynamic system model. IEEE Trans. Signal Process. Roberto Togneri, Li Deng
2003	J	`jnl`	Recursive estimation of nonstationary noise using iterative stochastic approximation for robust speech recognition. IEEE Trans. Speech Audio Process. Li Deng, Jasha Droppo, Alex Acero
2003	A	`conf`	Tracking vocal tract resonances using an analytical nonlinear predictor and a target-guided temporal constraint. INTERSPEECH Li Deng, Issam Bazzi, Alex Acero
2003	—	`conf`	Variational inference and learning for segmental switching state space models of hidden speech dynamics. ICASSP (1) Leo J. Lee, Hagai Attias, Li Deng
2002	Misc	`conf`	A Bayesian approach to speech feature enhancement using the dynamic cepstral prior. ICASSP Li Deng, Jasha Droppo, Alex Acero
2002	Misc	`conf`	A mixture linear model with target-directed dynamics for spontaneous speech recognition. ICASSP Jeff Z. Ma, Li Deng
2002	A	`conf`	A new approach to speech enhancement by a microphone array using EM and mixture models. INTERSPEECH Hagai Attias, Li Deng
2002	J	`jnl`	A robust compensation strategy for extraneous acoustic variations in spontaneous speech recognition. IEEE Trans. Speech Audio Process. Hui Jiang, Li Deng
2002	C	`conf`	A speech-centric perspective for human-computer interface. IEEE Workshop on Multimedia Signal Processing Li Deng, Alex Acero, Ye-Yi Wang, Kuansan Wang, Hsiao-Wuen Hon, Jasha Droppo, Milind Mahajan, Xuedong Huang
2002	J	`jnl`	Distributed speech processing in miPad's multimodal user interface. IEEE Trans. Speech Audio Process. Li Deng, Kuansan Wang, Alex Acero, Hsiao-Wuen Hon, Jasha Droppo, Constantinos Boulis, Ye-Yi Wang, Derek Jacoby, Milind Mahajan, Ciprian Chelba, Xuedong Huang
2002	A	`conf`	Evaluation of SPLICE on the Aurora 2 and 3 tasks. INTERSPEECH Jasha Droppo, Li Deng, Alex Acero
2002	A	`conf`	Exploiting variances in robust feature extraction based on a parametric model of speech distortion. INTERSPEECH Li Deng, Jasha Droppo, Alex Acero
2002	A	`conf`	Noise from corrupted speech log mel-spectral energies. INTERSPEECH Jasha Droppo, Alex Acero, Li Deng
2002	J	`jnl`	Nonstationary-state hidden Markov model representation of speech signals for speech enhancement. Signal Process. Hossein Sameti, Li Deng
2002	A	`conf`	Sequential MAP noise estimation and a phase-sensitive model of the acoustic environment. INTERSPEECH Li Deng, Jasha Droppo, Alex Acero
2002	Misc	`conf`	Uncertainty decoding with SPLICE for noise robust speech recognition. ICASSP Jasha Droppo, Alex Acero, Li Deng
2001	J	`jnl`	A Bayesian approach to the verification problem: applications to speaker verification. IEEE Trans. Speech Audio Process. Hui Jiang, Li Deng
2001	Misc	`conf`	A functional articulatory dynamic model for speech production. ICASSP Leo J. Lee, Paul W. Fieguth, Li Deng
2001	J	`jnl`	A maximum a posteriori approach to speaker adaptation using the trended hidden Markov model. IEEE Trans. Speech Audio Process. Rathinavelu Chengalvarayan, Li Deng
2001	A	`conf`	A new method for speech denoising and robust speech recognition using probabilistic models for clean speech and for noise. INTERSPEECH Hagai Attias, Li Deng, Alex Acero, John C. Platt
2001	—	`conf`	ALGONQUIN - Learning Dynamic Noise Models From Noisy Speech for Robust Speech Recognition. NIPS Brendan J. Frey, Trausti T. Kristjansson, Li Deng, Alex Acero
2001	A	`conf`	ALGONQUIN: iterating laplace's method to remove multiple types of acoustic distortion for robust speech recognition. INTERSPEECH Brendan J. Frey, Li Deng, Alex Acero, Trausti T. Kristjansson
2001	Misc	`conf`	An EKF-based algorithm for learning statistical hidden dynamic model parameters for phonetic recognition. ICASSP Roberto Togneri, Li Deng
2001	A	`conf`	Efficient decoding strategy for conversational speech recognition using state-space models for vocal-tract-resonance dynamics. INTERSPEECH Jeff Z. Ma, Li Deng
2001	Misc	`conf`	Efficient on-line acoustic environment estimation for FCDCN in a continuous speech recognition system. ICASSP Jasha Droppo, Alex Acero, Li Deng
2001	A	`conf`	Evaluation of the SPLICE algorithm on the Aurora2 database. INTERSPEECH Jasha Droppo, Li Deng, Alex Acero
2001	Misc	`conf`	High-performance robust speech recognition using stereo training data. ICASSP Li Deng, Alex Acero, Li Jiang, Jasha Droppo, Xuedong Huang
2001	Misc	`conf`	MiPad: a multimodal interaction prototype. ICASSP 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	J	`jnl`	Parameter estimation of a target-directed dynamic system model with switching states. Signal Process. Roberto Togneri, Jeff Z. Ma, Li Deng
2001	Misc	`conf`	Towards non-stationary model-based noise adaptation for large vocabulary speech recognition. ICASSP Trausti T. Kristjansson, Brendan J. Frey, Li Deng, Alex Acero
2000	J	`jnl`	A path-stack algorithm for optimizing dynamic regimes in a statistical hidden dynamic model of speech. Comput. Speech Lang. Jeff Z. Ma, Li Deng
2000	A	`conf`	A robust speech understanding system using conceptual relational grammar. INTERSPEECH Jiping Sun, Roberto Togneri, Li Deng
2000	A	`conf`	A robust training strategy against extraneous acoustic variations for spontaneous speech recognition. INTERSPEECH Hui Jiang, Li Deng
2000	—	`conf`	Annotation and Use of Speech Production Corpus for Building Language-Universal Speech Recognizers. ISCSLP Jiping Sun, Xing Jing, Li Deng
2000	A	`conf`	Data-driven model construction for continuous speech recognition using overlapping articulatory features. INTERSPEECH Jiping Sun, Xing Jing, Li Deng
2000	A	`conf`	HMM adaptation using vector taylor series for noisy speech recognition. INTERSPEECH Alex Acero, Li Deng, Trausti T. Kristjansson, Jerry Zhang
2000	A	`conf`	Large-vocabulary speech recognition under adverse acoustic environments. INTERSPEECH Li Deng, Alex Acero, Mike Plumpe, Xuedong Huang
2000	A	`conf`	Mipad: a next generation PDA prototype. INTERSPEECH 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	—	`conf`	Speech Denoising and Dereverberation Using Probabilistic Models. NIPS Hagai Attias, John C. Platt, Alex Acero, Li Deng
1999	J	`jnl`	A dynamic system approach to speech enhancement using the H IEEE Trans. Speech Audio Process. Xuemin Shen, Li Deng
1999	J	`jnl`	A layered neural network interfaced with a cochlear model for the study of speech encoding in the auditory system. Comput. Speech Lang. Hamid Sheikhzadeh, Li Deng
1999	—	`conf`	A statistical coarticulatory model for the hidden vocal-tract-resonance dynamics. EUROSPEECH Li Deng, Jeff Z. Ma
1999	—	`conf`	Optimization of dynamic regimes in a statistical hidden dynamic model for conversational speech recognition. EUROSPEECH Jeff Z. Ma, Li Deng
1999	Misc	`conf`	Speech enhancement using voice source models. ICASSP Anisa Yasmin, Paul W. Fieguth, Li Deng
1998	J	`jnl`	A dynamic, feature-based approach to the interface between phonology and phonetics for speech modeling and recognition. Speech Commun. Li Deng
1998	J	`jnl`	HMM-based strategies for enhancement of speech signals embedded in nonstationary noise. IEEE Trans. Speech Audio Process. Hossein Sameti, Hamid Sheikhzadeh, Li Deng, Robert L. Brennan
1998	—	`conf`	Integrated-multilingual Speech Recognition and Its Impact on Chinese Spoken Language Processing. ISCSLP Li Deng
1998	J	`jnl`	Speech analysis and recognition using interval statistics generated from a composite auditory model. IEEE Trans. Speech Audio Process. Hamid Sheikhzadeh, Li Deng
1998	J	`jnl`	Speech trajectory discrimination using the minimum classification error learning. IEEE Trans. Speech Audio Process. Rathinavelu Chengalvarayan, Li Deng
1998	—	`conf`	Use of high-level linguistic constraints for constructing feature-based phonological model in speech recognition. ICSLP Jiping Sun, Li Deng
1997	J	`jnl`	Game theory approach to discrete H IEEE Trans. Signal Process. Xuemin Shen, Li Deng
1997	J	`jnl`	HMM-based speech recognition using state-dependent, discriminatively derived transforms on mel-warped DFT features. IEEE Trans. Speech Audio Process. Rathinavelu Chengalvarayan, Li Deng
1997	Misc	`conf`	Integrated-multilingual speech recognition using universal phonological features in a functional speech production model. ICASSP Li Deng
1997	J	`jnl`	Maximum likelihood in statistical estimation of dynamic systems: Decomposition algorithm and simulation results. Signal Process. Li Deng, Xuemin Shen
1997	J	`jnl`	Production models as a structural basis for automatic speech recognition. Speech Commun. Li Deng, Gordon Ramsay, Don X. Sun
1997	Misc	`conf`	Speaker adaptation experiments using nonstationary-state hidden Markov models: a MAP approach. ICASSP Chengalv Rathinavelu, Li Deng
1997	J	`jnl`	Speech recognition using autosegmental representation of phonological units with interface to the trended HMM. Speech Commun. Li Deng
1997	J	`jnl`	Use of generalized dynamic feature parameters for speech recognition. IEEE Trans. Speech Audio Process. Rathinavelu Chengalvarayan, Li Deng
1996	J	`jnl`	Construction of state-dependent dynamic parameters using the maximum likelihood approach: Applications to speech recognition. Signal Process. Li Deng, Chengalv Rathinavelu
1996	J	`jnl`	Decomposition solution of H∞ filter gain in singularly perturbed systems. Signal Process. Xuemin Shen, Li Deng
1996	—	`conf`	H-infinity filtering for speech enhancement. ICSLP Xuemin Shen, Li Deng, Anisa Yasmin
1996	Misc	`conf`	HMM-based speech recognition using state-dependent, linear transforms on Mel-warped DFT features. ICASSP Chengalv Rathinavelu, Li Deng
1996	—	`conf`	Hierarchical partition of the articulatory state space for overlapping-feature based speech recognition. ICSLP Li Deng, Jim Jian-Xiong Wu
1996	—	`conf`	Interaction of speech disorders with speech coders: effects on speech intelligibility. ICSLP Donald G. Jamieson, Li Deng, M. Price, Vijay Parsa, J. Till
1996	—	`conf`	Modeling context-dependent phonetic units in a continuous speech recognition system for Mandarin Chinese. ICSLP Jim Jian-Xiong Wu, Li Deng, Jacky Chan
1996	—	`conf`	Optimal filtering and smoothing for speech recognition using a stochastic target model. ICSLP Gordon Ramsay, Li Deng
1996	—	`conf`	Simulation of disordered speech using a frequency-domain vocal tract model. ICSLP Li Deng, Xuemin Shen, Donald G. Jamieson, J. Till
1996	—	`conf`	The trended HMM with discriminative training for phonetic classification. ICSLP Rathinavelu Chengalvarayan, Li Deng
1996	J	`jnl`	Transiems as dynamically defined, sub-phonemic units of speech: A computational model. Signal Process. Li Deng
1996	J	`jnl`	Transitional speech units and their representation by regressive Markov states: applications to speech recognition. IEEE Trans. Speech Audio Process. Li Deng, Hossein Sameti
1995	J	`jnl`	A Markov model containing state-conditioned second-order non-stationarity: application to speech recognition. Comput. Speech Lang. Li Deng, Rathinavelu Chengalvarayan
1995	Misc	`conf`	Analysis of acoustic-phonetic variations in fluent speech using TIMIT. ICASSP Don X. Sun, Li Deng
1995	Misc	`conf`	Improved speech modeling and recognition using multi-dimensional articulatory states as primitive speech units. ICASSP Li Deng, J. Nu, Hossein Sameti
1995	—	`conf`	Maximum-likelihood estimation for articulatory speech recognition using a stochastic target model. EUROSPEECH Gordon Ramsay, Li Deng
1995	J	`jnl`	Tracking nonstationary targets using a dynamical system with Markov-modulated parameters. IEEE Signal Process. Lett. Gordon Ramsay, Li Deng
1995	Misc	`conf`	Use of generalized dynamic feature parameters for speech recognition: maximum likelihood and minimum classification error approaches. ICASSP Rathinavelu Chengalvarayan, Li Deng
1994	J	`jnl`	A statistical model for formant-transition microsegments of speech incorporating locus equations. Signal Process. Li Deng
1994	J	`jnl`	Analysis of the correlation structure for a neural predictive model with application to speech recognition. Neural Networks Li Deng, Khaled Hassanein, Mohamed I. Elmasry
1994	—	`conf`	Automatic speech recognition using dynamically defined speech units. ICSLP Li Deng, Hossein Sameti
1994	—	`conf`	Comparative performance of spectral subtraction and HMM-based speech enhancement strategies with application to hearing and design. ICASSP (1) Hamid Sheikhzadeh, Hossein Sameti, Li Deng, Robert L. Brennan
1994	—	`conf`	Nonstationary-state hidden Markov model with state-dependent time warping: application to speech recognition. ICSLP Don X. Sun, Li Deng
1994	—	`conf`	Phonetic classification and recognition using HMM representation of overlapping articulatory features for all classes of English sounds. ICASSP (1) Li Deng, Don X. Sun
1994	J	`jnl`	Pipelined architecture for neural-network-based speech recognition. Neural Parallel Sci. Comput. David Zhang, Li Deng, Mohamed I. Elmasry
1994	—	`conf`	Vowel classification using a neural predictive HMM: a discriminative training approach. ICASSP (2) Khaled Hassanein, Li Deng, Mohamed I. Elmasry
1994	J	`jnl`	Waveform-based speech recognition using hidden filter models: parameter selection and sensitivity to power normalization. IEEE Trans. Speech Audio Process. Hamid Sheikhzadeh, Li Deng
1993	J	`jnl`	A stochastic model of speech incorporating hierarchical nonstationarity. IEEE Trans. Speech Audio Process. Li Deng
1993	J	`jnl`	Hidden Markov model representation of quantized articulatory features for speech recognition. Comput. Speech Lang. Kevin Erler, Li Deng
1993	—	`conf`	Speech recognition using the atomic speech units constructed from overlapping articulatory features. EUROSPEECH Li Deng, Don X. Sun
1992	J	`jnl`	A generalized hidden Markov model with state-conditioned trend functions of time for the speech signal. Signal Process. Li Deng
1992	Misc	`conf`	HMM representation of quantized articulatory features for recognition of highly confusable words. ICASSP Kevin Erler, Li Deng
1992	J	`jnl`	Processing of acoustic signals in a cochlear model incorporating laterally coupled suppressive elements. Neural Networks Li Deng
1991	Misc	`conf`	Microstructural speech units and their HMM representation for discrete utterance speech recognition. ICASSP Li Deng, Kevin Erler