Improved name recognition with user modeling. - Dong Yu 001; Kuansan Wang; Milind Mahajan; Peter Mau; Alex Acero (INTERSPEECH, 2003)

A Novel Framework for Alert Correlation and Understanding. - Dong Yu 001; Deborah A. Frincke (ACNS, 2004)

Towards Survivable Intrusion Detection System . - Dong Yu 001; Deborah A. Frincke (HICSS, 2004)

Unsupervised learning from users' error correction in speech dictation. - Dong Yu 001; Mei-Yuh Hwang; Peter Mau; Alex Acero; Li Deng 001 (INTERSPEECH, 2004)

Alert confidence fusion in intrusion detection systems with extended Dempster-Shafer theory. - Dong Yu 001; Deborah A. Frincke (ACM Southeast Regional Conference (2), 2005)

A Hidden Trajectory Model with Bi-directional Target-Filtering: Cascaded vs. Integrated Implementation for Phonetic Recognition. - Li Deng 001; Xiang Li; Dong Yu 001; Alex Acero (ICASSP (1), 2005)

Maximum Entropy Based Generic Filter for Language Model Adaptation. - Dong Yu 001; Milind Mahajan; Peter Mau; Alex Acero (ICASSP (1), 2005)

Learning statistically characterized resonance targets in a hidden trajectory model of speech coarticulation and reduction. - Li Deng 001; Dong Yu 001; Alex Acero (INTERSPEECH, 2005)

Evaluation of a long-contextual-Span hidden trajectory model and phonetic recognizer using a* lattice search. - Dong Yu 001; Li Deng 001; Alex Acero (INTERSPEECH, 2005)

Semiautomatic Improvements of System-Initiative Spoken Dialog Applications Using Interactive Clustering. - Dong Yu 001; Alex Acero (IEEE Trans. Speech Audio Process., 2005)

A Speech-Centric Perspective for Human-Computer Interface: A Case Study. - Li Deng 001; Dong Yu 001 (J. VLSI Signal Process., 2005)

N-Gram Based Filler Model for Robust Grammar Authoring. - Dong Yu 001; Yun-Cheng Ju; Ye-Yi Wang; Alex Acero (ICASSP (1), 2006)

A time-synchronous phonetic decoder for a long-contextual-Span hidden trajectory model. - Xiaolong Li; Li Deng 001; Dong Yu 001; Alex Acero (INTERSPEECH, 2006)

Use of incrementally regulated discriminative margins in MCE training for speech recognition. - Dong Yu 001; Li Deng 001; Xiaodong He 001; Alex Acero (INTERSPEECH, 2006)

An effective and efficient utterance verification technology using word n-gram filler models. - Dong Yu 001; Yun-Cheng Ju; Alex Acero (INTERSPEECH, 2006)

A lattice search technique for a long-contextual-span hidden trajectory model of speech. - Dong Yu 001; Li Deng 001; Alex Acero (Speech Commun., 2006)

A bidirectional target-filtering model of speech coarticulation and reduction: two-stage implementation for phonetic recognition. - Li Deng 001; Dong Yu 001; Alex Acero (IEEE Trans. Speech Audio Process., 2006)

Structured speech modeling. - Li Deng 001; Dong Yu 001; Alex Acero (IEEE Trans. Speech Audio Process., 2006)

High-performance hmm adaptation with joint compensation of additive and convolutive distortions via Vector Taylor Series. - Jinyu Li 001; Li Deng 001; Dong Yu 001; Yifan Gong 001; Alex Acero (ASRU, 2007)

Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition. - Li Deng 001; Dong Yu 001 (ICASSP (4), 2007)

A Discriminative Training Framework using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification. - Sibel Yaman; Li Deng 001; Dong Yu 001; Ye-Yi Wang; Alex Acero (ICASSP (4), 2007)

Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks. - Dong Yu 001; Li Deng 001; Xiaodong He 001; Alex Acero (ICASSP (4), 2007)

Voicepedia: towards speech-based access to unstructured information. - J. Sherwani; Dong Yu 001; Tim Paek; Mary Czerwinski; Yun-Cheng Ju; Alex Acero (INTERSPEECH, 2007)

Confidence measures for voice search applications. - Ye-Yi Wang; Dong Yu 001; Yun-Cheng Ju; Geoffrey Zweig; Alex Acero (INTERSPEECH, 2007)

Handling phonetic context and speaker variation in a structure-based speech recognizer. - Dong Yu 001; Li Deng 001; Alex Acero (INTERSPEECH, 2007)

Automated directory assistance system - from theory to practice. - Dong Yu 001; Yun-Cheng Ju; Ye-Yi Wang; Geoffrey Zweig; Alex Acero (INTERSPEECH, 2007)

The voice-rate dialog system for consumer ratings. - Geoffrey Zweig; Patrick Nguyen; Yun-Cheng Ju; Ye-Yi Wang; Dong Yu 001; Alex Acero (INTERSPEECH, 2007)

Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition. - Dong Yu 001; Li Deng 001 (ICSC, 2007)

Commute UX: Telephone Dialog System for Location-based Services. - Ivan Tashev; Michael L. Seltzer; Yun-Cheng Ju; Dong Yu 001; Alex Acero (SIGdial, 2007)

Improving the quality of alerts and predicting intruder's next goal with Hidden Colored Petri-Net. - Dong Yu 001; Deborah A. Frincke (Comput. Networks, 2007)

Speaker-adaptive learning of resonance targets in a hidden trajectory model of speech coarticulation. - Dong Yu 001; Li Deng 001; Alex Acero (Comput. Speech Lang., 2007)

HMM adaptation using a phase-sensitive acoustic distortion model for environment-robust speech recognition. - Jinyu Li 001; Li Deng 001; Dong Yu 001; Yifan Gong 001; Alex Acero (ICASSP, 2008)

Adaptation of compressed HMM parameters for resource-constrained speech recognition. - Jinyu Li 001; Li Deng 001; Dong Yu 001; Jian Wu 027; Yifan Gong 001; Alex Acero (ICASSP, 2008)

A minimum-mean-square-error noise reduction algorithm on Mel-frequency cepstra for robust speech recognition. - Dong Yu 001; Li Deng 001; Jasha Droppo; Jian Wu 027; Yifan Gong 001; Alex Acero (ICASSP, 2008)

Discriminative training of variable-parameter HMMs for noise robust speech recognition. - Dong Yu 001; Li Deng 001; Yifan Gong 001; Alex Acero (INTERSPEECH, 2008)

Parameter clustering and sharing in variable-parameter HMMs for noise robust speech recognition. - Dong Yu 001; Li Deng 001; Yifan Gong 001; Alex Acero (INTERSPEECH, 2008)

Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition. - Dong Yu 001; Li Deng 001; Jian Wu 027; Yifan Gong 001; Alex Acero (ISCSLP, 2008)

Large-margin minimum classification error training: A theoretical risk minimization perspective. - Dong Yu 001; Li Deng 001; Xiaodong He 001; Alex Acero (Comput. Speech Lang., 2008)

An introduction to voice search. - Ye-Yi Wang; Dong Yu 001; Yun-Cheng Ju; Alex Acero (IEEE Signal Process. Mag., 2008)

An Integrative and Discriminative Technique for Spoken Utterance Classification. - Sibel Yaman; Li Deng 001; Dong Yu 001; Ye-Yi Wang; Alex Acero (IEEE Trans. Speech Audio Process., 2008)

Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor. - Dong Yu 001; Li Deng 001; Jasha Droppo; Jian Wu 027; Yifan Gong 001; Alex Acero (IEEE Trans. Speech Audio Process., 2008)

A study on multilingual acoustic modeling for large vocabulary ASR. - Hui Lin; Li Deng 001; Dong Yu 001; Yifan Gong 001; Alex Acero; Chin-Hui Lee 001 (ICASSP, 2009)

Using collective information in semi-supervised learning for speech recognition. - Balakrishnan Varadarajan; Dong Yu 001; Li Deng 001; Alex Acero (ICASSP, 2009)

Maximizing global entropy reduction for active learning in speech recognition. - Balakrishnan Varadarajan; Dong Yu 001; Li Deng 001; Alex Acero (ICASSP, 2009)

Discriminative pronounciation learning using phonetic decoder and minimum-classification-error criterion. - Oriol Vinyals; Li Deng 001; Dong Yu 001; Alex Acero (ICASSP, 2009)

Cross-lingual speech recognition under runtime resource constraints. - Dong Yu 001; Li Deng 001; Peng Liu; Jian Wu 027; Yifan Gong 001; Alex Acero (ICASSP, 2009)

Hidden conditional random field with distribution constraints for phone classification. - Dong Yu 001; Li Deng 001; Alex Acero (INTERSPEECH, 2009)

A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions. - Jinyu Li 001; Li Deng 001; Dong Yu 001; Yifan Gong 001; Alex Acero (Comput. Speech Lang., 2009)

Using continuous features in the maximum entropy model. - Dong Yu 001; Li Deng 001; Alex Acero (Pattern Recognit. Lett., 2009)

Solving nonlinear estimation problems using splines [Lecture Notes]. - Dong Yu 001; Li Deng 001 (IEEE Signal Process. Mag., 2009)

A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models. - Dong Yu 001; Li Deng 001; Yifan Gong 001; Alex Acero (IEEE Trans. Speech Audio Process., 2009)

Semantic confidence calibration for spoken dialog applications. - Dong Yu 001; Li Deng 001 (ICASSP, 2010)

Language recognition using deep-structured conditional random fields. - Dong Yu 001; Shizhen Wang; Zahi N. Karam; Li Deng 001 (ICASSP, 2010)

Word confidence calibration using a maximum entropy model with constraints on confidence and word distributions. - Dong Yu 001; Shizhen Wang; Jinyu Li 001; Li Deng 001 (ICASSP, 2010)

Binary coding of speech spectrograms using a deep auto-encoder. - Li Deng 001; Michael L. Seltzer; Dong Yu 001; Alex Acero; Abdel-rahman Mohamed; Geoffrey E. Hinton (INTERSPEECH, 2010)

Unscented transform with online distortion estimation for HMM adaptation. - Jinyu Li 001; Dong Yu 001; Yifan Gong 001; Li Deng 001 (INTERSPEECH, 2010)

Investigation of full-sequence training of deep belief networks for speech recognition. - Abdel-rahman Mohamed; Dong Yu 001; Li Deng 001 (INTERSPEECH, 2010)

Deep-structured hidden conditional random fields for phonetic recognition. - Dong Yu 001; Li Deng 001 (INTERSPEECH, 2010)

Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion. - Dong Yu 001; Balakrishnan Varadarajan; Li Deng 001; Alex Acero (Comput. Speech Lang., 2010)

Sequential Labeling Using Deep-Structured Conditional Random Fields. - Dong Yu 001; Shizhen Wang; Li Deng 001 (IEEE J. Sel. Top. Signal Process., 2010)

Feature engineering in Context-Dependent Deep Neural Networks for conversational speech transcription. - Frank Seide; Gang Li 012; Xie Chen 001; Dong Yu 001 (ASRU, 2011)

Large vocabulary continuous speech recognition with context-dependent DBN-HMMS. - George E. Dahl; Dong Yu 001; Li Deng 001; Alex Acero (ICASSP, 2011)

Conversational Speech Transcription Using Context-Dependent Deep Neural Networks. - Frank Seide; Gang Li 012; Dong Yu 001 (INTERSPEECH, 2011)

Accelerated Parallelizable Neural Network Learning Algorithm for Speech Recognition. - Dong Yu 001; Li Deng 001 (INTERSPEECH, 2011)

Deep Convex Net: A Scalable Architecture for Speech Pattern Classification. - Dong Yu 001; Li Deng 001 (INTERSPEECH, 2011)

Improved Bottleneck Features Using Pretrained Deep Neural Networks. - Dong Yu 001; Michael L. Seltzer (INTERSPEECH, 2011)

In-Car Media Search. - Michael L. Seltzer; Yun-Cheng Ju; Ivan Tashev; Ye-Yi Wang; Dong Yu 001 (IEEE Signal Process. Mag., 2011)

Deep Learning and Its Applications to Signal and Information Processing [Exploratory DSP]. - Dong Yu 001; Li Deng 001 (IEEE Signal Process. Mag., 2011)

Calibration of Confidence Measures in Speech Recognition. - Dong Yu 001; Jinyu Li 001; Li Deng 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2011)

Scalable stacking and learning for building deep architectures. - Li Deng 001; Dong Yu 001; John C. Platt (ICASSP, 2012)

A deep architecture with bilinear modeling of hidden representations: Applications to phonetic recognition. - Brian Hutchinson; Li Deng 001; Dong Yu 001 (ICASSP, 2012)

Boosting attribute and phone estimation accuracies with deep neural networks for detection-based speech recognition. - Dong Yu 001; Sabato Marco Siniscalchi; Li Deng 001; Chin-Hui Lee 001 (ICASSP, 2012)

Exploiting sparseness in deep neural networks for large vocabulary speech recognition. - Dong Yu 001; Frank Seide; Gang Li 012; Li Deng 001 (ICASSP, 2012)

Pipelined Back-Propagation for Context-Dependent Deep Neural Networks. - Xie Chen 001; Adam Eversole; Gang Li 012; Dong Yu 001; Frank Seide (INTERSPEECH, 2012)

Parallel Training for Deep Stacking Networks. - Li Deng 001; Brian Hutchinson; Dong Yu 001 (INTERSPEECH, 2012)

Large Vocabulary Speech Recognition Using Deep Tensor Neural Networks. - Dong Yu 001; Li Deng 001; Frank Seide (INTERSPEECH, 2012)

Improving wideband speech recognition using mixed-bandwidth training data in CD-DNN-HMM. - Jinyu Li 001; Dong Yu 001; Jui-Ting Huang; Yifan Gong 001 (SLT, 2012)

Context-dependent Deep Neural Networks for audio indexing of real-life data. - Gang Li 012; Huifeng Zhu; Gong Cheng 005; Kit Thambiratnam; Behrooz Chitsaz; Dong Yu 001; Frank Seide (SLT, 2012)

Adaptation of context-dependent deep neural networks for automatic speech recognition. - Kaisheng Yao; Dong Yu 001; Frank Seide; Hang Su; Li Deng 001; Yifan Gong 001 (SLT, 2012)

Efficient and effective algorithms for training single-hidden-layer neural networks. - Dong Yu 001; Li Deng 001 (Pattern Recognit. Lett., 2012)

Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition. - George E. Dahl; Dong Yu 001; Li Deng 001; Alex Acero (IEEE Trans. Speech Audio Process., 2012)

Introduction to the Special Section on Deep Learning for Speech and Language Processing. - Dong Yu 001; Geoffrey E. Hinton; Nelson Morgan; Jen-Tzung Chien; Shigeki Sagayama (IEEE Trans. Speech Audio Process., 2012)

Large-scale malware classification using random projections and neural networks. - George E. Dahl; Jack W. Stokes; Li Deng 001; Dong Yu 001 (ICASSP, 2013)

A deep convolutional neural network using heterogeneous pooling for trading acoustic invariance with phonetic confusion. - Li Deng 001; Ossama Abdel-Hamid; Dong Yu 001 (ICASSP, 2013)

Recent advances in deep learning for speech research at Microsoft. - Li Deng 001; Jinyu Li 001; Jui-Ting Huang; Kaisheng Yao; Dong Yu 001; Frank Seide; Michael L. Seltzer; Geoffrey Zweig; Xiaodong He 001; Jason D. Williams; Yifan Gong 001; Alex Acero (ICASSP, 2013)

Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers. - Jui-Ting Huang; Jinyu Li 001; Dong Yu 001; Li Deng 001; Yifan Gong 001 (ICASSP, 2013)

Modeling spectral envelopes using restricted Boltzmann machines for statistical parametric speech synthesis. - Zhen-Hua Ling; Li Deng 001; Dong Yu 001 (ICASSP, 2013)

An investigation of deep neural networks for noise robust speech recognition. - Michael L. Seltzer; Dong Yu 001; Yongqiang Wang 005 (ICASSP, 2013)

Error back propagation for sequence training of Context-Dependent Deep NetworkS for conversational speech transcription. - Hang Su; Gang Li 012; Dong Yu 001; Frank Seide (ICASSP, 2013)

KL-divergence regularized deep neural network adaptation for improved large vocabulary speech recognition. - Dong Yu 001; Kaisheng Yao; Hang Su; Gang Li 012; Frank Seide (ICASSP, 2013)

Exploring convolutional neural network structures and optimization techniques for speech recognition. - Ossama Abdel-Hamid; Li Deng 001; Dong Yu 001 (INTERSPEECH, 2013)

Deep segmental neural networks for speech recognition. - Ossama Abdel-Hamid; Li Deng 001; Dong Yu 001; Hui Jiang 001 (INTERSPEECH, 2013)

Semi-supervised GMM and DNN acoustic model training with multi-system combination and confidence re-calibration. - Yan Huang 028; Dong Yu 001; Yifan Gong 001; Chaojun Liu (INTERSPEECH, 2013)

Recurrent neural networks for language understanding. - Kaisheng Yao; Geoffrey Zweig; Mei-Yuh Hwang; Yangyang Shi; Dong Yu 001 (INTERSPEECH, 2013)

Feature Learning in Deep Neural Networks - A Study on Speech Recognition Tasks - Dong Yu 001; Michael L. Seltzer; Jinyu Li 001; Jui-Ting Huang; Frank Seide (ICLR, 2013)

Exploiting deep neural networks for detection-based speech recognition. - Sabato Marco Siniscalchi; Dong Yu 001; Li Deng 001; Chin-Hui Lee 001 (Neurocomputing, 2013)

Tensor Deep Stacking Networks. - Brian Hutchinson; Li Deng 001; Dong Yu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Speech Recognition Using Long-Span Temporal Patterns in a Deep Network Model. - Sabato Marco Siniscalchi; Dong Yu 001; Li Deng 001; Chin-Hui Lee 001 (IEEE Signal Process. Lett., 2013)

Modeling Spectral Envelopes Using Restricted Boltzmann Machines and Deep Belief Networks for Statistical Parametric Speech Synthesis. - Zhen-Hua Ling; Li Deng 001; Dong Yu 001 (IEEE Trans. Speech Audio Process., 2013)

The Deep Tensor Neural Network With Applications to Large Vocabulary Speech Recognition. - Dong Yu 001; Li Deng 001; Frank Seide (IEEE Trans. Speech Audio Process., 2013)

Phone sequence modeling with recurrent neural networks. - Nicolas Boulanger-Lewandowski; Jasha Droppo; Mike Seltzer; Dong Yu 001 (ICASSP, 2014)

On parallelizability of stochastic gradient descent for speech DNNS. - Frank Seide; Hao Fu; Jasha Droppo; Gang Li 012; Dong Yu 001 (ICASSP, 2014)

Single-channel mixed speech recognition using deep neural networks. - Chao Weng; Dong Yu 001; Michael L. Seltzer; Jasha Droppo (ICASSP, 2014)

Recurrent deep neural networks for robust speech recognition. - Chao Weng; Dong Yu 001; Shinji Watanabe 001; Biing-Hwang Fred Juang (ICASSP, 2014)

Singular value decomposition based low-footprint speaker adaptation and personalization for deep neural network. - Jian Xue; Jinyu Li 001; Dong Yu 001; Mike Seltzer; Yifan Gong 001 (ICASSP, 2014)

Recurrent conditional random field for language understanding. - Kaisheng Yao; Baolin Peng; Geoffrey Zweig; Dong Yu 001; Xiaolong Li; Feng Gao (ICASSP, 2014)

Speech emotion recognition using deep neural network and extreme learning machine. - Kun Han; Dong Yu 001; Ivan Tashev (INTERSPEECH, 2014)

A comparative analytic study on the Gaussian mixture and context dependent deep neural network hidden Markov models. - Yan Huang 028; Dong Yu 001; Chaojun Liu; Yifan Gong 001 (INTERSPEECH, 2014)

Multi-accent deep neural network acoustic model with accent-specific top layer using the KLD-regularized model adaptation. - Yan Huang 028; Dong Yu 001; Chaojun Liu; Yifan Gong 001 (INTERSPEECH, 2014)

1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs. - Frank Seide; Hao Fu; Jasha Droppo; Gang Li 012; Dong Yu 001 (INTERSPEECH, 2014)

An introduction to computational networks and the computational network toolkit (invited talk). - Dong Yu 001; Adam Eversole; Michael L. Seltzer; Kaisheng Yao; Brian Guenter; Oleksii Kuchaiev; Frank Seide; Huaming Wang; Jasha Droppo; Zhiheng Huang; Geoffrey Zweig; Christopher J. Rossbach; et al. (INTERSPEECH, 2014)

Spoken language understanding using long short-term memory neural networks. - Kaisheng Yao; Baolin Peng; Yu Zhang 033; Dong Yu 001; Geoffrey Zweig; Yangyang Shi (SLT, 2014)

Deep Learning: Methods and Applications. - Li Deng 001; Dong Yu 001 (Found. Trends Signal Process., 2014)

A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation. - Kaisheng Yao; Dong Yu 001; Li Deng 001; Yifan Gong 001 (Neurocomputing, 2014)

Convolutional Neural Networks for Speech Recognition. - Ossama Abdel-Hamid; Abdel-rahman Mohamed; Hui Jiang 001; Li Deng 001; Gerald Penn; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Deep bi-directional recurrent networks over spectral windows. - Abdel-rahman Mohamed; Frank Seide; Dong Yu 001; Jasha Droppo; Andreas Stolcke; Geoffrey Zweig; Gerald Penn (ASRU, 2015)

Improving speech recognition in reverberation using a room-aware deep neural network and multi-task learning. - Ritwik Giri; Michael L. Seltzer; Jasha Droppo; Dong Yu 001 (ICASSP, 2015)

Speech recognition with prediction-adaptation-correction recurrent neural networks. - Yu Zhang 033; Dong Yu 001; Michael L. Seltzer; Jasha Droppo (ICASSP, 2015)

The Computational Network Toolkit [Best of the Web]. - Dong Yu 001; Kaisheng Yao; Yu Zhang 033 (IEEE Signal Process. Mag., 2015)

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding. - Grégoire Mesnil; Yann N. Dauphin; Kaisheng Yao; Yoshua Bengio; Li Deng 001; Dilek Hakkani-Tür; Xiaodong He 001; Larry P. Heck; Gökhan Tür; Dong Yu 001; Geoffrey Zweig (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Deep Neural Networks for Single-Channel Multi-Talker Speech Recognition. - Chao Weng; Dong Yu 001; Michael L. Seltzer; Jasha Droppo (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

An investigation into using parallel data for far-field speech recognition. - Yanmin Qian; Tian Tan 002; Dong Yu 001 (ICASSP, 2016)

Integrated adaptation with multi-factor joint-learning for far-field speech recognition. - Yanmin Qian; Tian Tan 002; Dong Yu 001; Yu Zhang 033 (ICASSP, 2016)

Speaker-aware training of LSTM-RNNS for acoustic modelling. - Tian Tan 002; Yanmin Qian; Dong Yu 001; Souvik Kundu 003; Liang Lu 001; Khe Chai Sim; Xiong Xiao; Yu Zhang 033 (ICASSP, 2016)

Deep beamforming networks for multi-channel speech recognition. - Xiong Xiao; Shinji Watanabe 001; Hakan Erdogan; Liang Lu 001; John R. Hershey; Michael L. Seltzer; Guoguo Chen; Yu Zhang 033; Michael I. Mandel; Dong Yu 001 (ICASSP, 2016)

Prediction-adaptation-correction recurrent neural networks for low-resource language speech recognition. - Yu Zhang 033; Ekapol Chuangsuwanich; James R. Glass; Dong Yu 001 (ICASSP, 2016)

Highway long short-term memory RNNS for distant speech recognition. - Yu Zhang 033; Guoguo Chen; Dong Yu 001; Kaisheng Yao; Sanjeev Khudanpur; James R. Glass (ICASSP, 2016)

Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention. - Dong Yu 001; Wayne Xiong; Jasha Droppo; Andreas Stolcke; Guoli Ye; Jinyu Li 001; Geoffrey Zweig (INTERSPEECH, 2016)

Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding. - Yangyang Shi; Kaisheng Yao; Hu Chen; Dong Yu 001; Yi-Cheng Pan; Mei-Yuh Hwang (HLT-NAACL, 2016)

Achieving Human Parity in Conversational Speech Recognition. - Wayne Xiong; Jasha Droppo; Xuedong Huang 001; Frank Seide; Mike Seltzer; Andreas Stolcke; Dong Yu 001; Geoffrey Zweig (CoRR, 2016)

Neural Network Based Multi-Factor Aware Joint Training for Robust Speech Recognition. - Yanmin Qian; Tian Tan 002; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Sequence-Discriminative Training of Neural Networks. - Guoguo Chen; Yu Zhang 033; Dong Yu 001 (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Discriminative Beamforming with Phase-Aware Neural Networks for Speech Enhancement and Recognition. - Xiong Xiao; Shinji Watanabe 001; Hakan Erdogan; Michael I. Mandel; Liang Lu 001; John R. Hershey; Michael L. Seltzer; Guoguo Chen; Yu Zhang 033; Dong Yu 001 (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Advanced Recurrent Neural Networks for Automatic Speech Recognition. - Yu Zhang 033; Dong Yu 001; Guoguo Chen (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

The microsoft 2016 conversational speech recognition system. - Wayne Xiong; Jasha Droppo; Xuedong Huang 001; Frank Seide; Mike Seltzer; Andreas Stolcke; Dong Yu 001; Geoffrey Zweig (ICASSP, 2017)

Permutation invariant training of deep models for speaker-independent multi-talker speech separation. - Dong Yu 001; Morten Kolbæk; Zheng-Hua Tan; Jesper Jensen 001 (ICASSP, 2017)

Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling. - Wenpeng Li; Binbin Zhang; Lei Xie 001; Dong Yu 001 (INTERSPEECH, 2017)

Recognizing Multi-Talker Speech with Permutation Invariant Training. - Dong Yu 001; Xuankai Chang; Yanmin Qian (INTERSPEECH, 2017)

Joint separation and denoising of noisy multi-talker speech using recurrent neural networks and permutation invariant training. - Morten Kolbaek; Dong Yu 001; Zheng-Hua Tan; Jesper Jensen 001 (MLSP, 2017)

Multi-talker Speech Separation and Tracing with Permutation Invariant Training of Deep Recurrent Neural Networks. - Morten Kolbæk; Dong Yu 001; Zheng-Hua Tan; Jesper Jensen 001 (CoRR, 2017)

Recent progresses in deep learning based acoustic models. - Dong Yu 001; Jinyu Li 001 (IEEE CAA J. Autom. Sinica, 2017)

Multitalker Speech Separation With Utterance-Level Permutation Invariant Training of Deep Recurrent Neural Networks. - Morten Kolbaek; Dong Yu 001; Zheng-Hua Tan; Jesper Jensen 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Toward Human Parity in Conversational Speech Recognition. - Wayne Xiong; Jasha Droppo; Xuedong Huang 001; Frank Seide; Michael L. Seltzer; Andreas Stolcke; Dong Yu 001; Geoffrey Zweig (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

XL-NBT: A Cross-lingual Neural Belief Tracking Framework. - Wenhu Chen; Jianshu Chen; Yu Su 001; Xin Wang 061; Dong Yu 001; Xifeng Yan; William Yang Wang (EMNLP, 2018)

Knowledge Transfer in Permutation Invariant Training for Single-Channel Multi-Talker Speech Recognition. - Tian Tan 002; Yanmin Qian; Dong Yu 001 (ICASSP, 2018)

Adaptive Permutation Invariant Training with Auxiliary Information for Monaural Multi-Talker Speech Recognition. - Xuankai Chang; Yanmin Qian; Dong Yu 001 (ICASSP, 2018)

Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks. - Xuankai Chang; Yanmin Qian; Dong Yu 001 (INTERSPEECH, 2018)

Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation. - Lianwu Chen; Meng Yu 003; Yanmin Qian; Dan Su 002; Dong Yu 001 (INTERSPEECH, 2018)

Deep Discriminative Embeddings for Duration Robust Speaker Verification. - Na Li 012; Deyi Tuo; Dan Su 002; Zhifeng Li 001; Dong Yu 001 (INTERSPEECH, 2018)

Deep Extractor Network for Target Speaker Recovery from Single Channel Speech Mixtures. - Jun Wang 091; Jie Chen 057; Dan Su 002; Lianwu Chen; Meng Yu 003; Yanmin Qian; Dong Yu 001 (INTERSPEECH, 2018)

Improving Attention Based Sequence-to-Sequence Models for End-to-End English Conversational Speech Recognition. - Chao Weng; Jia Cui; Guangsen Wang; Jun Wang 091; Chengzhu Yu; Dan Su 002; Dong Yu 001 (INTERSPEECH, 2018)

Rapid Style Adaptation Using Residual Error Embedding for Expressive Speech Synthesis. - Xixin Wu; Yuewen Cao; Mu Wang; Songxiang Liu; Shiyin Kang; Zhiyong Wu 001; Xunying Liu; Dan Su 002; Dong Yu 001; Helen Meng (INTERSPEECH, 2018)

Text-Dependent Speech Enhancement for Small-Footprint Robust Keyword Detection. - Meng Yu 003; Xuan Ji; Yi Gao; Lianwu Chen; Jie Chen 057; Jimeng Zheng; Dan Su 002; Dong Yu 001 (INTERSPEECH, 2018)

A Multistage Training Framework for Acoustic-to-Word Model. - Chengzhu Yu; Chunlei Zhang; Chao Weng; Jia Cui; Dong Yu 001 (INTERSPEECH, 2018)

Speech Super-Resolution Using Parallel WaveNet. - Mu Wang; Zhiyong Wu 001; Shiyin Kang; Xixin Wu; Jia Jia 001; Dan Su 002; Dong Yu 001; Helen Meng (ISCSLP, 2018)

Improving Attention-Based End-to-End ASR Systems with Sequence-Based Loss Functions. - Jia Cui; Chao Weng; Guangsen Wang; Jun Wang 091; Peidong Wang; Chengzhu Yu; Dan Su 002; Dong Yu 001 (SLT, 2018)

An Exploration of Directly Using Word as ACOUSTIC Modeling Unit for Speech Recognition. - Chunlei Zhang; Chengzhu Yu; Chao Weng; Jia Cui; Dong Yu 001 (SLT, 2018)

Recent Progresses in Deep Learning based Acoustic Models (Updated). - Dong Yu 001; Jinyu Li 001 (CoRR, 2018)

Past review, current progress, and challenges ahead on the cocktail party problem. - Yanmin Qian; Chao Weng; Xuankai Chang; Shuai Wang 016; Dong Yu 001 (Frontiers Inf. Technol. Electron. Eng., 2018)

Single-channel multi-talker speech recognition with permutation invariant training. - Yanmin Qian; Xuankai Chang; Dong Yu 001 (Speech Commun., 2018)

Improving Question Answering with External Knowledge. - Xiaoman Pan; Kai Sun 006; Dian Yu 001; Jianshu Chen; Heng Ji 001; Claire Cardie; Dong Yu 001 (MRQA@EMNLP, 2019)

Reliability-aware Dynamic Feature Composition for Name Tagging. - Ying Lin; Liyuan Liu; Heng Ji 001; Dong Yu 001; Jiawei Han 001 (ACL (1), 2019)

Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network. - Kun Xu 005; Liwei Wang 009; Mo Yu; Yansong Feng 002; Yan Song 003; Zhiguo Wang; Dong Yu 001 (ACL (1), 2019)

Knowledge-aware Pronoun Coreference Resolution. - Hongming Zhang 009; Yan Song 003; Yangqiu Song; Dong Yu 001 (ACL (1), 2019)

Prosodic Structure Prediction using Deep Self-attention Neural Network. - Yao Du; Zhiyong Wu 001; Shiyin Kang; Dan Su 002; Dong Yu 001; Helen Meng (APSIPA, 2019)

Automatic Prosodic Structure Labeling using DNN-BGRU-CRF Hybrid Neural Network. - Yao Du; Zhiyong Wu 001; Shiyin Kang; Dan Su 002; Dong Yu 001; Helen Meng (APSIPA, 2019)

Alleviate Cross-chunk Permutation through Chunk-level Speaker Embedding for Blind Speech Separation. - Rongzhi Gu; Junyi Peng; Yuexian Zou; Dong Yu 001 (APSIPA, 2019)

Syllable-Dependent Discriminative Learning for Small Footprint Text-Dependent Speaker Verification. - Junyi Peng; Yuexian Zou; Na Li 012; Deyi Tuo; Dan Su 002; Meng Yu 003; Chunlei Zhang; Dong Yu 001 (ASRU, 2019)

Time Domain Audio Visual Speech Separation. - Jian Wu 027; Yong Xu 004; Shi-Xiong Zhang 001; Lianwu Chen; Meng Yu 003; Lei Xie 001; Dong Yu 001 (ASRU, 2019)

Improving Speech Enhancement with Phonetic Embedding Features. - Bo Wu 011; Meng Yu 003; Lianwu Chen; Mingjie Jin; Dan Su 002; Dong Yu 001 (ASRU, 2019)

Improving Pre-Trained Multilingual Model with Vocabulary Expansion. - Hai Wang 013; Dian Yu 001; Kai Sun 006; Jianshu Chen; Dong Yu 001 (CoNLL, 2019)

Evidence Sentence Extraction for Machine Reading Comprehension. - Hai Wang 013; Dian Yu 001; Kai Sun 006; Jianshu Chen; Dong Yu 001; David A. McAllester; Dan Roth 001 (CoNLL, 2019)

Multiplex Word Embeddings for Selectional Preference Acquisition. - Hongming Zhang 009; Jiaxin Bai; Yan Song 003; Kun Xu 005; Changlong Yu; Yangqiu Song; Wilfred Ng; Dong Yu 001 (EMNLP/IJCNLP (1), 2019)

Multi-band PIT and Model Integration for Improved Multi-channel Speech Separation. - Lianwu Chen; Meng Yu 003; Dan Su 002; Dong Yu 001 (ICASSP, 2019)

Boundary Discriminative Large Margin Cosine Loss for Text-independent Speaker Verification. - Rongjin Li; Na Li 012; Deyi Tuo; Meng Yu 003; Dan Su 002; Dong Yu 001 (ICASSP, 2019)

Component Fusion: Learning Replaceable Language Model Component for End-to-end Speech Recognition System. - Changhao Shan; Chao Weng; Guangsen Wang; Dan Su 002; Min Luo; Dong Yu 001; Lei Xie 001 (ICASSP, 2019)

Investigating End-to-end Speech Recognition for Mandarin-english Code-switching. - Changhao Shan; Chao Weng; Guangsen Wang; Dan Su 002; Min Luo; Dong Yu 001; Lei Xie 001 (ICASSP, 2019)

Token-wise Training for Attention Based End-to-end Speech Recognition. - Peidong Wang; Jia Cui; Chao Weng; Dong Yu 001 (ICASSP, 2019)

Learning Discriminative Features in Sequence Training without Requiring Framewise Labelled Data. - Jun Wang 091; Dan Su 002; Jie Chen 057; Shulin Feng; Dongpeng Ma; Na Li 012; Dong Yu 001 (ICASSP, 2019)

Quasi-fully Convolutional Neural Network with Variational Inference for Speech Synthesis. - Mu Wang; Xixin Wu; Zhiyong Wu 001; Shiyin Kang; Deyi Tuo; Guangzhi Li; Dan Su 002; Dong Yu 001; Helen Meng (ICASSP, 2019)

A Comparison of Lattice-free Discriminative Training Criteria for Purely Sequence-trained Neural Network Acoustic Models. - Chao Weng; Dong Yu 001 (ICASSP, 2019)

Joint Training of Complex Ratio Mask Based Beamformer and Acoustic Model for Noise Robust Asr. - Yong Xu 004; Chao Weng; Like Hui; Jianming Liu; Meng Yu 003; Dan Su 002; Dong Yu 001 (ICASSP, 2019)

Enhancing Hybrid Self-attention Structure with Relative-position-aware Bias for Speech Synthesis. - Shan Yang; Heng Lu 004; Shiying Kang; Lei Xie 001; Dong Yu 001 (ICASSP, 2019)

Teach an All-rounder with Experts in Different Domains. - Zhao You; Dan Su 002; Dong Yu 001 (ICASSP, 2019)

Encrypted Speech Recognition Using Deep Polynomial Networks. - Shi-Xiong Zhang 001; Yifan Gong 001; Dong Yu 001 (ICASSP, 2019)

Seq2Seq Attentional Siamese Neural Networks for Text-dependent Speaker Verification. - Yichi Zhang; Meng Yu 003; Na Li 012; Chengzhu Yu; Jia Cui; Dong Yu 001 (ICASSP, 2019)

A Fast and Accurate One-Stage Approach to Visual Grounding. - Zhengyuan Yang; Boqing Gong; Liwei Wang 009; Wenbing Huang 001; Dong Yu 001; Jiebo Luo 001 (ICCV, 2019)

Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching. - Chih-Kuan Yeh; Jianshu Chen; Chengzhu Yu; Dong Yu 001 (ICLR (Poster), 2019)

Unsupervised Neural Aspect Extraction with Sememes. - Ling Luo; Xiang Ao 001; Yan Song 003; Jinyao Li; Xiaopeng Yang; Qing He 003; Dong Yu 001 (IJCAI, 2019)

A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation. - Fahimeh Bahmaninezhad; Jian Wu 027; Rongzhi Gu; Shi-Xiong Zhang 001; Yong Xu 004; Meng Yu 003; Dong Yu 001 (INTERSPEECH, 2019)

Disambiguation of Chinese Polyphones in an End-to-End Framework with Semantic Features Extracted by Pre-Trained BERT. - Dongyang Dai; Zhiyong Wu 001; Shiyin Kang; Xixin Wu; Jia Jia 001; Dan Su 002; Dong Yu 001; Helen Meng (INTERSPEECH, 2019)

Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information. - Rongzhi Gu; Lianwu Chen; Shi-Xiong Zhang 001; Jimeng Zheng; Yong Xu 004; Meng Yu 003; Dan Su 002; Yuexian Zou; Dong Yu 001 (INTERSPEECH, 2019)

Extract, Adapt and Recognize: An End-to-End Neural Network for Corrupted Monaural Speech Recognition. - Max W. Y. Lam; Jun Wang 091; Xunying Liu; Helen Meng; Dan Su 002; Dong Yu 001 (INTERSPEECH, 2019)

Large Margin Training for Attention Based End-to-End Speech Recognition. - Peidong Wang; Jia Cui; Chao Weng; Dong Yu 001 (INTERSPEECH, 2019)

Improved Speaker-Dependent Separation for CHiME-5 Challenge. - Jian Wu 027; Yong Xu 004; Shi-Xiong Zhang 001; Lianwu Chen; Meng Yu 003; Lei Xie 001; Dong Yu 001 (INTERSPEECH, 2019)

Improving Machine Reading Comprehension with General Reading Strategies. - Kai Sun 006; Dian Yu 001; Dong Yu 001; Claire Cardie (NAACL-HLT (1), 2019)

Improving Question Answering with External Knowledge. - Xiaoman Pan; Kai Sun 006; Dian Yu 001; Heng Ji 001; Dong Yu 001 (CoRR, 2019)

Probing Prior Knowledge Needed in Challenging Chinese Machine Reading Comprehension. - Kai Sun 006; Dian Yu 001; Dong Yu 001; Claire Cardie (CoRR, 2019)

End-to-End Multi-Channel Speech Separation. - Rongzhi Gu; Jian Wu 027; Shi-Xiong Zhang 001; Lianwu Chen; Yong Xu 004; Meng Yu 003; Dan Su 002; Yuexian Zou; Dong Yu 001 (CoRR, 2019)

Learning Word Embeddings with Domain Awareness. - Guoyin Wang 002; Yan Song 003; Yue Zhang 004; Dong Yu 001 (CoRR, 2019)

Maximizing Mutual Information for Tacotron. - Peng Liu; Xixin Wu; Shiyin Kang; Guangzhi Li; Dan Su 002; Dong Yu 001 (CoRR, 2019)

DurIAN: Duration Informed Attention Network For Multimodal Synthesis. - Chengzhu Yu; Heng Lu 004; Na Hu; Meng Yu 003; Chao Weng; Kun Xu 005; Peng Liu; Deyi Tuo; Shiyin Kang; Guangzhi Lei; Dan Su 002; Dong Yu 001 (CoRR, 2019)

Improving Pre-Trained Multilingual Models with Vocabulary Expansion. - Hai Wang 013; Dian Yu 001; Kai Sun 006; Jianshu Chen; Dong Yu 001 (CoRR, 2019)

Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks. - Xingcheng Song; Guangsen Wang; Zhiyong Wu 001; Yiheng Huang; Dan Su 002; Dong Yu 001; Helen Meng (CoRR, 2019)

Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations. - Sangwoo Cho; Chen Li 003; Dong Yu 001; Hassan Foroosh; Fei Liu 004 (CoRR, 2019)

A Unified Framework for Speech Separation. - Fahimeh Bahmaninezhad; Shi-Xiong Zhang 001; Yong Xu 004; Meng Yu 003; John H. L. Hansen; Dong Yu 001 (CoRR, 2019)

Learning Singing From Speech. - Liqiang Zhang; Chengzhu Yu; Heng Lu 004; Chao Weng; Yusong Wu; Xiang Xie; Zijin Li; Dong Yu 001 (CoRR, 2019)

Synthesising Expressiveness in Peking Opera via Duration Informed Attention Network. - Yusong Wu; Shengchen Li; Chengzhu Yu; Heng Lu 004; Chao Weng; Liqiang Zhang; Dong Yu 001 (CoRR, 2019)

Erratum to: Past review, current progress, and challenges ahead on the cocktail party problem. - Yanmin Qian; Chao Weng; Xuankai Chang; Shuai Wang 016; Dong Yu 001 (Frontiers Inf. Technol. Electron. Eng., 2019)

DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension. - Kai Sun 006; Dian Yu 001; Jianshu Chen; Dong Yu 001; Yejin Choi 001; Claire Cardie (Trans. Assoc. Comput. Linguistics, 2019)

Relation Extraction Exploiting Full Dependency Forests. - Lifeng Jin; Linfeng Song; Yue Zhang 004; Kun Xu 005; Wei-Yun Ma; Dong Yu 001 (AAAI, 2020)

Joint Parsing and Generation for Abstractive Summarization. - Kaiqiang Song; Logan Lebanoff; Qipeng Guo; Xipeng Qiu; Xiangyang Xue 001; Chen Li 003; Dong Yu 001; Fei Liu 004 (AAAI, 2020)

Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment. - Kun Xu 005; Linfeng Song; Yansong Feng 002; Yan Song 003; Dong Yu 001 (AAAI, 2020)

Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension. - Hongyu Gong; Yelong Shen; Dian Yu 001; Jianshu Chen; Dong Yu 001 (ACL, 2020)

MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning. - Jie Lei 003; Liwei Wang 009; Yelong Shen; Dong Yu 001; Tamara L. Berg; Mohit Bansal (ACL, 2020)

Structural Information Preserving for Graph-to-Text Generation. - Linfeng Song; Ante Wang; Jinsong Su; Yue Zhang 004; Kun Xu 005; Yubin Ge; Dong Yu 001 (ACL, 2020)

ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT. - Linfeng Song; Kun Xu 005; Yue Zhang 004; Jianshu Chen; Dong Yu 001 (ACL, 2020)

Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints. - Zhenyi Wang 001; Xiaoyang Wang; Bang An 001; Dong Yu 001; Changyou Chen (ACL, 2020)

Dialogue-Based Relation Extraction. - Dian Yu 001; Kai Sun 006; Claire Cardie; Dong Yu 001 (ACL, 2020)

The Tencent speech synthesis system for Blizzard Challenge 2020. - Qiao Tian 001; Zewang Zhang; Ling-Hui Chen; Heng Lu 004; Chengzhu Yu; Chao Weng; Dong Yu 001 (Blizzard Challenge / Voice Conversion Challenge, 2020)

Comprehensive Image Captioning via Scene Graph Decomposition. - Yiwu Zhong; Liwei Wang 009; Jianshu Chen; Dong Yu 001; Yin Li 003 (ECCV (14), 2020)

Better Highlighting: Creating Sub-Sentence Summary Highlights. - Sangwoo Cho; Kaiqiang Song; Chen Li 003; Dong Yu 001; Hassan Foroosh; Fei Liu 004 (EMNLP (1), 2020)

Semantic Role Labeling Guided Multi-turn Dialogue ReWriter. - Kun Xu 005; Haochen Tan; Linfeng Song; Han Wu 004; Haisong Zhang; Linqi Song; Dong Yu 001 (EMNLP (1), 2020)

Code-Switched Speech Synthesis Using Bilingual Phonetic Posteriorgram with Only Monolingual Corpora. - Yuewen Cao; Songxiang Liu; Xixin Wu; Shiyin Kang; Peng Liu; Zhiyong Wu 001; Xunying Liu; Dan Su 002; Dong Yu 001; Helen Meng (ICASSP, 2020)

Pitchnet: Unsupervised Singing Voice Conversion with Pitch Adversarial Network. - Chengqi Deng; Chengzhu Yu; Heng Lu 004; Chao Weng; Dong Yu 001 (ICASSP, 2020)

Enhancing End-to-End Multi-Channel Speech Separation Via Spatial Feature Learning. - Rongzhi Gu; Shi-Xiong Zhang 001; Lianwu Chen; Yong Xu 004; Meng Yu 003; Dan Su 002; Yuexian Zou; Dong Yu 001 (ICASSP, 2020)

A Random Gossip BMUF Process for Neural Language Modeling. - Yiheng Huang; Jinchuan Tian; Lei Han; Guangsen Wang; Xingcheng Song; Dan Su 002; Dong Yu 001 (ICASSP, 2020)

Integration of Multi-Look Beamformers for Multi-Channel Keyword Spotting. - Xuan Ji; Meng Yu 003; Jie Chen 057; Jimeng Zheng; Dan Su 002; Dong Yu 001 (ICASSP, 2020)

Speaker-Aware Target Speaker Enhancement by Jointly Learning with Speaker Embedding Extraction. - Xuan Ji; Meng Yu 003; Chunlei Zhang; Dan Su 002; Tao Yu; Xiaoyu Liu; Dong Yu 001 (ICASSP, 2020)

Mixup-breakdown: A Consistency Training Method for Improving Generalization of Speech Separation Models. - Max W. Y. Lam; Jun Wang 091; Dan Su 002; Dong Yu 001 (ICASSP, 2020)

Multi-Level Deep Neural Network Adaptation for Speaker Verification Using MMD and Consistency Regularization. - Weiwei Lin 002; Man-Wai Mak; Na Li 012; Dan Su 002; Dong Yu 001 (ICASSP, 2020)

End-To-End Accent Conversion Without Using Native Utterances. - Songxiang Liu; Disong Wang; Yuewen Cao; Lifa Sun; Xixin Wu; Shiyin Kang; Zhiyong Wu 001; Xunying Liu; Dan Su 002; Dong Yu 001; Helen Meng (ICASSP, 2020)

Far-Field Location Guided Target Speech Extraction Using End-to-End Speech Recognition Objectives. - Aswin Shanmugam Subramanian; Chao Weng; Meng Yu 003; Shi-Xiong Zhang 001; Yong Xu 004; Shinji Watanabe 001; Dong Yu 001 (ICASSP, 2020)

Improving Reverberant Speech Training Using Diffuse Acoustic Simulation. - Zhenyu Tang 001; Lianwu Chen; Bo Wu 011; Dong Yu 001; Dinesh Manocha (ICASSP, 2020)

Dfsmn-San with Persistent Memory Model for Automatic Speech Recognition. - Zhao You; Dan Su 002; Jie Chen 057; Chao Weng; Dong Yu 001 (ICASSP, 2020)

Audio-Visual Recognition of Overlapped Speech for the LRS2 Dataset. - Jianwei Yu 001; Shi-Xiong Zhang 001; Jian Wu 027; Shahram Ghorbani; Bo Wu 011; Shiyin Kang; Shansong Liu; Xunying Liu; Helen Meng; Dong Yu 001 (ICASSP, 2020)

End-to-End Multi-Look Keyword Spotting. - Meng Yu 003; Xuan Ji; Bo Wu 011; Dan Su 002; Dong Yu 001 (INTERSPEECH, 2020)

Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification. - Xu Li 015; Na Li 012; Jinghua Zhong; Xixin Wu; Xunying Liu; Dan Su 002; Dong Yu 001; Helen Meng (INTERSPEECH, 2020)

Transferring Source Style in Non-Parallel Voice Conversion. - Songxiang Liu; Yuewen Cao; Shiyin Kang; Na Hu; Xunying Liu; Dan Su 002; Dong Yu 001; Helen Meng (INTERSPEECH, 2020)

Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition. - Chao Weng; Chengzhu Yu; Jia Cui; Chunlei Zhang; Dong Yu 001 (INTERSPEECH, 2020)

Peking Opera Synthesis via Duration Informed Attention Network. - Yusong Wu; Shengchen Li; Chengzhu Yu; Heng Lu 004; Chao Weng; Liqiang Zhang; Dong Yu 001 (INTERSPEECH, 2020)

Neural Spatio-Temporal Beamformer for Target Speech Separation. - Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Lianwu Chen; Chao Weng; Jianming Liu; Dong Yu 001 (INTERSPEECH, 2020)

DurIAN: Duration Informed Attention Network for Speech Synthesis. - Chengzhu Yu; Heng Lu 004; Na Hu; Meng Yu 003; Chao Weng; Kun Xu 005; Peng Liu; Deyi Tuo; Shiyin Kang; Guangzhi Lei; Dan Su 002; Dong Yu 001 (INTERSPEECH, 2020)

Audio-Visual Multi-Channel Recognition of Overlapped Speech. - Jianwei Yu 001; Bo Wu 011; Rongzhi Gu; Shi-Xiong Zhang 001; Lianwu Chen; Yong Xu 004; Meng Yu 003; Dan Su 002; Dong Yu 001; Xunying Liu; Helen Meng (INTERSPEECH, 2020)

DurIAN-SC: Duration Informed Attention Network Based Singing Voice Conversion System. - Liqiang Zhang; Chengzhu Yu; Heng Lu 004; Chao Weng; Chunlei Zhang; Yusong Wu; Xiang Xie; Zijin Li; Dong Yu 001 (INTERSPEECH, 2020)

Building Digital Human. - Dong Yu 001 (ACM Multimedia, 2020)

Automatic Summarization of Open-Domain Podcast Episodes. - Kaiqiang Song; Fei Liu 004; Chen Li 003; Xiaoyang Wang; Dong Yu 001 (TREC, 2020)

On the Role of Conceptualization in Commonsense Knowledge Graph Construction. - Mutian He 001; Yangqiu Song; Kun Xu 005; Dong Yu 001 (CoRR, 2020)

High-Fidelity 3D Digital Human Creation from RGB-D Selfies. - Xiangkai Lin; Yajing Chen; Linchao Bao; Haoxian Zhang; Sheng Wang; Xuefei Zhe; Xinwei Jiang; Jue Wang 001; Dong Yu 001; Zhengyou Zhang (CoRR, 2020)

Automatic Summarization of Open-Domain Podcast Episodes. - Kaiqiang Song; Chen Li 003; Xiaoyang Wang; Dong Yu 001; Zhe Feng 003 (CoRR, 2020)

Phonetic Posteriorgrams based Many-to-Many Singing Voice Conversion via Adversarial Training. - Haohan Guo; Heng Lu 004; Na Hu; Chunlei Zhang; Shan Yang; Lei Xie 001; Dan Su 002; Dong Yu 001 (CoRR, 2020)

Robust Dialogue Utterance Rewriting as Sequence Tagging. - Jie Hao; Linfeng Song; Liwei Wang 009; Kun Xu 005; Zhaopeng Tu; Dong Yu 001 (CoRR, 2020)

TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis. - Haisong Zhang; Lemao Liu; Haiyun Jiang; Yangming Li; Enbo Zhao; Kun Xu 005; Linfeng Song; Suncong Zheng; Botong Zhou; Jianchen Zhu; Xiao Feng; Tao Chen; et al. (CoRR, 2020)

Multi-Modal Multi-Channel Target Speech Separation. - Rongzhi Gu; Shi-Xiong Zhang 001; Yong Xu 004; Lianwu Chen; Yuexian Zou; Dong Yu 001 (IEEE J. Sel. Top. Signal Process., 2020)

Audio-Visual Speech Separation and Dereverberation With a Two-Stage Multimodal Network. - Ke Tan 001; Yong Xu 004; Shi-Xiong Zhang 001; Meng Yu 003; Dong Yu 001 (IEEE J. Sel. Top. Signal Process., 2020)

On the localness modeling for the self-attention based end-to-end speech synthesis. - Shan Yang; Heng Lu 004; Shiyin Kang; Liumeng Xue; Jinba Xiao; Dan Su 002; Lei Xie 001; Dong Yu 001 (Neural Networks, 2020)

Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension. - Kai Sun 006; Dian Yu 001; Dong Yu 001; Claire Cardie (Trans. Assoc. Comput. Linguistics, 2020)

A Framework for Adapting DNN Speaker Embedding Across Languages. - Weiwei Lin 002; Man-Wai Mak; Na Li 012; Dan Su 002; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect. - Jun Wang 091; Max W. Y. Lam; Dan Su 002; Dong Yu 001 (AAAI, 2021)

NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation. - Xiaoyang Wang; Chen Li 003; Jianqiao Zhao; Dong Yu 001 (AAAI, 2021)

TexSmart: A System for Enhanced Natural Language Understanding. - Lemao Liu; Haisong Zhang; Haiyun Jiang; Yangming Li; Enbo Zhao; Kun Xu 005; Linfeng Song; Suncong Zheng; Botong Zhou; Dick Zhu; Xiao Feng; Tao Chen; et al. (ACL (demo), 2021)

Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge. - Tianqing Fang; Haojie Pan; Hongming Zhang 009; Yangqiu Song; Kun Xu 005; Dong Yu 001 (AKBC, 2021)

Speaker Independent and Multilingual/Mixlingual Speech-Driven Talking Head Generation Using Phonetic Posteriorgrams. - Huirong Huang; Zhiyong Wu 001; Shiyin Kang; Dongyang Dai; Jia Jia 001; Tianxiao Fu; Deyi Tuo; Guangzhi Lei; Peng Liu; Dan Su 002; Dong Yu 001; Helen Meng (APSIPA ASC, 2021)

3D Spatial Features for Multi-Channel Target Speech Separation. - Rongzhi Gu; Shi-Xiong Zhang 001; Meng Yu 003; Dong Yu 001 (ASRU, 2021)

Latency-Controlled Neural Architecture Search for Streaming Speech Recognition. - Liqiang He; Shulin Feng; Dan Su 002; Dong Yu 001 (ASRU, 2021)

Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation. - Liwei Wang 009; Jing Huang 014; Yin Li 003; Kun Xu 005; Zhengyuan Yang; Dong Yu 001 (CVPR, 2021)

RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging. - Jie Hao; Linfeng Song; Liwei Wang 009; Kun Xu 005; Zhaopeng Tu; Dong Yu 001 (EMNLP (1), 2021)

Instance-adaptive training with noise-robust losses against noisy labels. - Lifeng Jin; Linfeng Song; Kun Xu 005; Dong Yu 001 (EMNLP (1), 2021)

Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories. - Wenlin Yao; Xiaoman Pan; Lifeng Jin; Jianshu Chen; Dian Yu 001; Dong Yu 001 (EMNLP (1), 2021)

Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data. - Dian Yu 001; Kai Sun 006; Dong Yu 001; Claire Cardie (EMNLP (Findings), 2021)

Exophoric Pronoun Resolution in Dialogues with Topic Regularization. - Xintong Yu; Hongming Zhang 009; Yangqiu Song; Changshui Zhang; Kun Xu 005; Dong Yu 001 (EMNLP (1), 2021)

Learned Transferable Architectures Can Surpass Hand-Designed Architectures for Large Scale Speech Recognition. - Liqiang He; Dan Su 002; Dong Yu 001 (ICASSP, 2021)

Sandglasset: A Light Multi-Granularity Self-Attentive Network for Time-Domain Speech Separation. - Max W. Y. Lam; Jun Wang 091; Dan Su 002; Dong Yu 001 (ICASSP, 2021)

Replay and Synthetic Speech Detection with Res2Net Architecture. - Xu Li 015; Na Li 012; Chao Weng; Xunying Liu; Dan Su 002; Dong Yu 001; Helen Meng (ICASSP, 2021)

Improving RNN Transducer with Target Speaker Extraction and Neural Uncertainty Estimation. - Jiatong Shi; Chunlei Zhang; Chao Weng; Shinji Watanabe 001; Meng Yu 003; Dong Yu 001 (ICASSP, 2021)

Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization. - Aswin Shanmugam Subramanian; Chao Weng; Shinji Watanabe 001; Meng Yu 003; Yong Xu 004; Shi-Xiong Zhang 001; Dong Yu 001 (ICASSP, 2021)

Contrastive Separative Coding for Self-Supervised Representation Learning. - Jun Wang 091; Max W. Y. Lam; Dan Su 002; Dong Yu 001 (ICASSP, 2021)

Self-Supervised Text-Independent Speaker Verification Using Prototypical Momentum Contrastive Learning. - Wei Xia; Chunlei Zhang; Chao Weng; Meng Yu 003; Dong Yu 001 (ICASSP, 2021)

ADL-MVDR: All Deep Learning MVDR Beamformer for Target Speech Separation. - Zhuohuang Zhang; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Lianwu Chen; Dong Yu 001 (ICASSP, 2021)

Towards Robust Speaker Verification with Target Speaker Enhancement. - Chunlei Zhang; Meng Yu 003; Chao Weng; Dong Yu 001 (ICASSP, 2021)

Multi-Channel Speaker Verification for Single and Multi-Talker Speech. - Saurabh Kataria 001; Shi-Xiong Zhang 001; Dong Yu 001 (Interspeech, 2021)

Raw Waveform Encoder with Multi-Scale Globally Attentive Locally Recurrent Networks for End-to-End Speech Recognition. - Max W. Y. Lam; Jun Wang 091; Chao Weng; Dan Su 002; Dong Yu 001 (Interspeech, 2021)

MIMO Self-Attentive RNN Beamformer for Multi-Speaker Speech Separation. - Xiyun Li; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Jiaming Xu 001; Bo Xu 002; Dong Yu 001 (Interspeech, 2021)

TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation. - Helin Wang; Bo Wu 011; Lianwu Chen; Meng Yu 003; Jianwei Yu 001; Yong Xu 004; Shi-Xiong Zhang 001; Chao Weng; Dan Su 002; Dong Yu 001 (Interspeech, 2021)

Generalized Spatio-Temporal RNN Beamformer for Target Speech Separation. - Yong Xu 004; Zhuohuang Zhang; Meng Yu 003; Shi-Xiong Zhang 001; Dong Yu 001 (Interspeech, 2021)

SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts. - Zhao You; Shulin Feng; Dan Su 002; Dong Yu 001 (Interspeech, 2021)

MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment. - Meng Yu 003; Chunlei Zhang; Yong Xu 004; Shi-Xiong Zhang 001; Dong Yu 001 (Interspeech, 2021)

Exploring Cross-lingual Singing Voice Synthesis Using Speech Data. - Yuewen Cao; Songxiang Liu; Shiyin Kang; Na Hu; Peng Liu; Xunying Liu; Dan Su 002; Dong Yu 001; Helen Meng (ISCSLP, 2021)

Video-aided Unsupervised Grammar Induction. - Songyang Zhang; Linfeng Song; Lifeng Jin; Kun Xu 005; Dong Yu 001; Jiebo Luo 001 (NAACL-HLT, 2021)

Distant Finetuning with Discourse Relations for Stance Classification. - Lifeng Jin; Kun Xu 005; Linfeng Song; Dong Yu 001 (NLPCC (2), 2021)

Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks. - Max W. Y. Lam; Jun Wang 091; Dan Su 002; Dong Yu 001 (SLT, 2021)

Neural Mask based Multi-channel Convolutional Beamforming for Joint Dereverberation, Echo Cancellation and Denoising. - Jianming Liu; Meng Yu 003; Yong Xu 004; Chao Weng; Shi-Xiong Zhang 001; Lianwu Chen; Dong Yu 001 (SLT, 2021)

WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation. - Zhaoheng Ni; Yong Xu 004; Meng Yu 003; Bo Wu 011; Shi-Xiong Zhang 001; Dong Yu 001; Michael I. Mandel (SLT, 2021)

Generalized RNN beamformer for target speech separation. - Yong Xu 004; Zhuohuang Zhang; Meng Yu 003; Shi-Xiong Zhang 001; Lianwu Chen; Dong Yu 001 (CoRR, 2021)

Bilateral Denoising Diffusion Models. - Max W. Y. Lam; Jun Wang 091; Rongjie Huang 001; Dan Su 002; Dong Yu 001 (CoRR, 2021)

Joint AEC AND Beamforming with Double-Talk Detection using RNN-Transformer. - Vinay Kothapally; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Dong Yu 001 (CoRR, 2021)

Meta-Voice: Fast few-shot style transfer for expressive voice cloning using meta learning. - Songxiang Liu; Dan Su 002; Dong Yu 001 (CoRR, 2021)

Complex Neural Spatial Filter: Enhancing Multi-Channel Target Speech Separation in Complex Domain. - Rongzhi Gu; Shi-Xiong Zhang 001; Yuexian Zou; Dong Yu 001 (IEEE Signal Process. Lett., 2021)

An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation. - Daniel Michelsanti; Zheng-Hua Tan; Shi-Xiong Zhang 001; Yong Xu 004; Meng Yu 003; Dong Yu 001; Jesper Jensen 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Conversational Semantic Role Labeling. - Kun Xu 005; Han Wu 004; Linfeng Song; Haisong Zhang; Linqi Song; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech. - Jianwei Yu 001; Shi-Xiong Zhang 001; Bo Wu 011; Shansong Liu; Shoukang Hu; Mengzhe Geng; Xunying Liu; Helen Meng; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Multi-Channel Multi-Frame ADL-MVDR for Target Speech Separation. - Zhuohuang Zhang; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Lianwu Chen; Donald S. Williamson; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Hierarchical Context Tagging for Utterance Rewriting. - Lisa Jin; Linfeng Song; Lifeng Jin; Dong Yu 001; Daniel Gildea (AAAI, 2022)

Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge. - Kai Sun 006; Dian Yu 001; Jianshu Chen; Dong Yu 001; Claire Cardie (ACL (1), 2022)

Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution. - Irene Li; Linfeng Song; Kun Xu 005; Dong Yu 001 (ACL (1), 2022)

Towards Abstractive Grounded Summarization of Podcast Transcripts. - Kaiqiang Song; Chen Li 003; Xiaoyang Wang; Dong Yu 001; Fei Liu 004 (ACL (1), 2022)

C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References. - Xiang Yue; Xiaoman Pan; Wenlin Yao; Dian Yu 001; Dong Yu 001; Jianshu Chen (ACL (2), 2022)

Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension. - Chao Zhao 002; Wenlin Yao; Dian Yu 001; Kaiqiang Song; Dong Yu 001; Jianshu Chen (ACL (2), 2022)

Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. - Peng Shi 010; Linfeng Song; Lifeng Jin; Haitao Mi; He Bai 002; Jimmy Lin; Dong Yu 001 (EMNLP (Findings), 2022)

Toward Unifying Text Segmentation and Long Document Summarization. - Sangwoo Cho; Kaiqiang Song; Xiaoyang Wang; Fei Liu 004; Dong Yu 001 (EMNLP, 2022)

MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. - Yinya Huang; Hongming Zhang 009; Ruixin Hong; Xiaodan Liang; Changshui Zhang; Dong Yu 001 (EMNLP, 2022)

Salience Allocation as Guidance for Abstractive Summarization. - Fei Wang 060; Kaiqiang Song; Hongming Zhang 009; Lifeng Jin; Sangwoo Cho; Wenlin Yao; Xiaoyang Wang; Muhao Chen 001; Dong Yu 001 (EMNLP, 2022)

Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination. - Yue Yang; Wenlin Yao; Hongming Zhang 009; Xiaoyang Wang; Dong Yu 001; Jianshu Chen (EMNLP, 2022)

Learning a Grammar Inducer from Massive Uncurated Instructional Videos. - Songyang Zhang; Linfeng Song; Lifeng Jin; Haitao Mi; Kun Xu 005; Dong Yu 001; Jiebo Luo 001 (EMNLP, 2022)

Efficient Zero-shot Event Extraction with Context-Definition Alignment. - Hongming Zhang 009; Wenlin Yao; Dong Yu 001 (EMNLP (Findings), 2022)

FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows. - Jianqiao Zhao; Yanyang Li; Wanyu Du; Yangfeng Ji; Dong Yu 001; Michael R. Lyu; Liwei Wang 009 (EMNLP, 2022)

Robust Disentangled Variational Speech Representation Learning for Zero-Shot Voice Conversion. - Jiachen Lian; Chunlei Zhang; Dong Yu 001 (ICASSP, 2022)

Referee: Towards Reference-Free Cross-Speaker Style Transfer with Low-Quality Data for Expressive Speech Synthesis. - Songxiang Liu; Shan Yang; Dan Su 002; Dong Yu 001 (ICASSP, 2022)

DP-DWA: Dual-Path Dynamic Weight Attention Network With Streaming Dfsmn-San For Automatic Speech Recognition. - Dongpeng Ma; Yiwen Wang; Liqiang He; Mingjie Jin; Dan Su 002; Dong Yu 001 (ICASSP, 2022)

Fast-Rir: Fast Neural Diffuse Room Impulse Response Generator. - Anton Ratnarajah; Shi-Xiong Zhang 001; Meng Yu 003; Zhenyu Tang 001; Dinesh Manocha; Dong Yu 001 (ICASSP, 2022)

Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature. - Yiwen Shao; Shi-Xiong Zhang 001; Dong Yu 001 (ICASSP, 2022)

Consistent Training and Decoding for End-to-End Speech Recognition Using Lattice-Free MMI. - Jinchuan Tian; Jianwei Yu 001; Chao Weng; Shi-Xiong Zhang 001; Dan Su 002; Dong Yu 001; Yuexian Zou (ICASSP, 2022)

VCVTS: Multi-Speaker Video-to-Speech Synthesis Via Cross-Modal Knowledge Transfer from Voice Conversion. - Disong Wang; Shan Yang; Dan Su 002; Xunying Liu; Dong Yu 001; Helen Meng (ICASSP, 2022)

Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization. - Brian Yan; Chunlei Zhang; Meng Yu 003; Shi-Xiong Zhang 001; Siddharth Dalmia; Dan Berrebbi; Chao Weng; Shinji Watanabe 001; Dong Yu 001 (ICASSP, 2022)

Speechmoe2: Mixture-of-Experts Model with Improved Routing. - Zhao You; Shulin Feng; Dan Su 002; Dong Yu 001 (ICASSP, 2022)

Towards end-to-end Speaker Diarization with Generalized Neural Speaker Clustering. - Chunlei Zhang; Jiatong Shi; Chao Weng; Meng Yu 003; Dong Yu 001 (ICASSP, 2022)

ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion. - Pei Chen; Wenlin Yao; Hongming Zhang 009; Xiaoman Pan; Dian Yu 001; Dong Yu 001; Jianshu Chen (ICDM (Workshops), 2022)

BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis. - Max W. Y. Lam; Jun Wang 091; Dan Su 002; Dong Yu 001 (ICLR, 2022)

FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis. - Rongjie Huang 001; Max W. Y. Lam; Jun Wang 091; Dan Su 002; Dong Yu 001; Yi Ren 006; Zhou Zhao 001 (IJCAI, 2022)

Automatic Prosody Annotation with Pre-Trained Text-Speech Model. - Ziqian Dai; Jianwei Yu 001; Yan Wang 060; Nuo Chen 001; Yanyao Bian; Guangzhi Li; Deng Cai 002; Dong Yu 001 (INTERSPEECH, 2022)

Joint Neural AEC and Beamforming with Double-Talk Detection. - Vinay Kothapally; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Dong Yu 001 (INTERSPEECH, 2022)

Towards Improved Zero-shot Voice Conversion with Conditional DSVAE. - Jiachen Lian; Chunlei Zhang; Gopala Krishna Anumanchipalli; Dong Yu 001 (INTERSPEECH, 2022)

LAE: Language-Aware Encoder for Monolingual and Multilingual ASR. - Jinchuan Tian; Jianwei Yu 001; Chunlei Zhang; Yuexian Zou; Dong Yu 001 (INTERSPEECH, 2022)

3M: Multi-loss, Multi-path and Multi-level Neural Networks for speech recognition. - Zhao You; Shulin Feng; Dan Su 002; Dong Yu 001 (ISCSLP, 2022)

DDAM '22: 1st International Workshop on Deepfake Detection for Audio Multimedia. - Jianhua Tao 001; Jiangyan Yi; Cunhang Fan; Ruibo Fu; Shan Liang; Pengyuan Zhang; Haizhou Li 001; Helen Meng; Dong Yu 001; Masato Akagi (ACM Multimedia, 2022)

End-to-End Chinese Speaker Identification. - Dian Yu 001; Ben Zhou; Dong Yu 001 (NAACL-HLT, 2022)

Progressive Contrastive Learning for Self-Supervised Text-Independent Speaker Verification. - Junyi Peng; Chunlei Zhang; Jan Honza Cernocký; Dong Yu 001 (Odyssey, 2022)

Efficient Text Analysis with Pre-Trained Neural Network Models. - Jia Cui; Heng Lu 004; Wenjie Wang; Shiyin Kang; Liqiang He; Guangzhi Li; Dong Yu 001 (SLT, 2022)

Meta-learning without data via Wasserstein distributionally-robust model fusion. - Zhenyi Wang 001; Xiaoyang Wang; Li Shen 008; Qiuling Suo; Kaiqiang Song; Dong Yu 001; Yan Shen 002; Mingchen Gao (UAI, 2022)

DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs. - Songxiang Liu; Dan Su 002; Dong Yu 001 (CoRR, 2022)

Integrate Lattice-Free MMI into End-to-End Speech Recognition. - Jinchuan Tian; Jianwei Yu 001; Chao Weng; Yuexian Zou; Dong Yu 001 (CoRR, 2022)

NeuralEcho: A Self-Attentive Recurrent Neural Network For Unified Acoustic Echo Suppression And Speech Enhancement. - Meng Yu 003; Yong Xu 004; Chunlei Zhang; Shi-Xiong Zhang 001; Dong Yu 001 (CoRR, 2022)

LAE: Language-Aware Encoder for Monolingual and Multilingual ASR. - Jinchuan Tian; Jianwei Yu 001; Chunlei Zhang; Chao Weng; Yuexian Zou; Dong Yu 001 (CoRR, 2022)

UTTS: Unsupervised TTS with Conditional Disentangled Sequential Variational Auto-encoder. - Jiachen Lian; Chunlei Zhang; Gopala Krishna Anumanchipalli; Dong Yu 001 (CoRR, 2022)

Cross-Lingual Speaker Identification Using Distant Supervision. - Ben Zhou; Dian Yu 001; Dong Yu 001; Dan Roth 001 (CoRR, 2022)

Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing. - Wenyue Hua; Lifeng Jin; Linfeng Song; Haitao Mi; Yongfeng Zhang; Dong Yu 001 (CoRR, 2022)

An investigation of neural uncertainty estimation for target speaker extraction equipped RNN transducer. - Jiatong Shi; Chunlei Zhang; Chao Weng; Shinji Watanabe 001; Meng Yu 003; Dong Yu 001 (Comput. Speech Lang., 2022)

Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition. - Aswin Shanmugam Subramanian; Chao Weng; Shinji Watanabe 001; Meng Yu 003; Dong Yu 001 (Comput. Speech Lang., 2022)

C3-DINO: Joint Contrastive and Non-Contrastive Self-Supervised Learning for Speaker Verification. - Chunlei Zhang; Dong Yu 001 (IEEE J. Sel. Top. Signal Process., 2022)

Improving Mandarin End-to-End Speech Recognition With Word N-Gram Language Model. - Jinchuan Tian; Jianwei Yu 001; Chao Weng; Yuexian Zou; Dong Yu 001 (IEEE Signal Process. Lett., 2022)

High-Fidelity 3D Digital Human Head Creation from RGB-D Selfies. - Linchao Bao; Xiangkai Lin; Yajing Chen; Haoxian Zhang; Sheng Wang; Xuefei Zhe; Di Kang; Haozhi Huang 001; Xinwei Jiang; Jue Wang 001; Dong Yu 001; Zhengyou Zhang (ACM Trans. Graph., 2022)

Generating User-Engaging News Headlines. - Pengshan Cai; Kaiqiang Song; Sangwoo Cho; Hongwei Wang 010; Xiaoyang Wang; Hong Yu 001; Fei Liu 004; Dong Yu 001 (ACL (1), 2023)

Faithful Question Answering with Monte-Carlo Planning. - Ruixin Hong; Hongming Zhang 009; Hong Zhao; Dong Yu 001; Changshui Zhang (ACL (1), 2023)

Prosody-TTS: Improving Prosody with Masked Autoencoder and Conditional Diffusion Model For Expressive Text-to-Speech. - Rongjie Huang 001; Chunlei Zhang; Yi Ren 006; Zhou Zhao 001; Dong Yu 001 (ACL (Findings), 2023)

Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training. - Sai Ashish Somayajula; Lifeng Jin; Linfeng Song; Haitao Mi; Dong Yu 001 (ACL (Findings), 2023)

Going Beyond Sentence Embeddings: A Token-Level Matching Algorithm for Calculating Semantic Textual Similarity. - Hongwei Wang 010; Dong Yu 001 (ACL (2), 2023)

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks. - Zhenhailong Wang; Xiaoman Pan; Dian Yu 001; Dong Yu 001; Jianshu Chen; Heng Ji 001 (ACL (Findings), 2023)

OASum: Large-Scale Open Domain Aspect-based Summarization. - Xianjun Yang; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Xiaoman Pan; Linda R. Petzold; Dong Yu 001 (ACL (Findings), 2023)

SafeConv: Explaining and Correcting Conversational Unsafe Behavior. - Mian Zhang; Lifeng Jin; Linfeng Song; Haitao Mi; Wenliang Chen; Dong Yu 001 (ACL (1), 2023)

Neuralecho: Hybrid of Full-Band and Sub-Band Recurrent Neural Network For Acoustic Echo Cancellation and Speech Enhancement. - Meng Yu 003; Yong Xu 004; Chunlei Zhang; Shi-Xiong Zhang 001; Dong Yu 001 (ASRU, 2023)

Neuralkalman: A Learnable Kalman Filter for Acoustic Echo Cancellation. - Yixuan Zhang 005; Meng Yu 003; Hao Zhang 112; Dong Yu 001; DeLiang Wang (ASRU, 2023)

How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method. - Wenlin Yao; Lifeng Jin; Hongming Zhang 009; Xiaoman Pan; Kaiqiang Song; Dian Yu 001; Dong Yu 001; Jianshu Chen (EACL, 2023)

Friend-training: Learning from Models of Different but Related Tasks. - Mian Zhang; Lifeng Jin; Linfeng Song; Haitao Mi; Xiabing Zhou; Dong Yu 001 (EACL, 2023)

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. - James Y. Huang; Wenlin Yao; Kaiqiang Song; Hongming Zhang 009; Muhao Chen 001; Dong Yu 001 (EMNLP, 2023)

PIVOINE: Instruction Tuning for Open-world Entity Profiling. - Keming Lu; Xiaoman Pan; Kaiqiang Song; Hongming Zhang 009; Dong Yu 001; Jianshu Chen (EMNLP (Findings), 2023)

On the Dimensionality of Sentence Embeddings. - Hongwei Wang 010; Hongming Zhang 009; Dong Yu 001 (EMNLP (Findings), 2023)

More Than Spoken Words: Nonverbal Message Extraction and Generation. - Dian Yu 001; Xiaoyang Wang; Wanshun Chen; Nan Du; Longyue Wang; Haitao Mi; Dong Yu 001 (EMNLP, 2023)

Trinet: Stabilizing Self-Supervised Learning From Complete or Slow Collapse. - Lixin Cao; Jun Wang 091; Ben Yang; Dan Su 002; Dong Yu 001 (ICASSP, 2023)

Deep Neural Mel-Subband Beamformer for in-Car Speech Separation. - Vinay Kothapally; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Dong Yu 001 (ICASSP, 2023)

Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models. - Xiaoman Pan; Wenlin Yao; Hongming Zhang 009; Dian Yu 001; Dong Yu 001; Jianshu Chen (ICLR, 2023)

Bayes Risk CTC: Controllable CTC Alignment in Sequence-to-Sequence Tasks. - Jinchuan Tian; Brian Yan; Jianwei Yu 001; Chao Weng; Dong Yu 001; Shinji Watanabe 001 (ICLR, 2023)

Unsupervised Multi-document Summarization with Holistic Inference. - Haopeng Zhang 005; Sangwoo Cho; Kaiqiang Song; Xiaoyang Wang; Hongwei Wang 010; Jiawei Zhang; Dong Yu 001 (IJCNLP (Findings), 2023)

Zoneformer: On-device Neural Beamformer For In-car Multi-zone Speech Separation, Enhancement and Echo Cancellation. - Yong Xu 004; Vinay Kothapally; Meng Yu 003; Shixiong Zhang 001; Dong Yu 001 (INTERSPEECH, 2023)

Bayes Risk Transducer: Transducer with Controllable Alignment Prediction. - Jinchuan Tian; Jianwei Yu 001; Hangting Chen; Brian Yan; Chao Weng; Dong Yu 001; Shinji Watanabe 001 (INTERSPEECH, 2023)

Multi-mode Neural Speech Coding Based on Deep Generative Networks. - Wei Xiao; Wenzhe Liu; Meng Wang; Shan Yang; Yupeng Shi; Yuyong Kang; Dan Su 002; Shidong Shang; Dong Yu 001 (INTERSPEECH, 2023)

Compressed MoE ASR Model Based on Knowledge Distillation and Quantization. - Yuping Yuan; Zhao You; Shulin Feng; Dan Su 002; Yanchun Liang 001; Xiaohu Shi; Dong Yu 001 (INTERSPEECH, 2023)

Hybrid AHS: A Hybrid of Kalman Filter and Deep Learning for Acoustic Howling Suppression. - Hao Zhang 112; Meng Yu 003; Yuzhong Wu; Tao Yu; Dong Yu 001 (INTERSPEECH, 2023)

Text-Only Domain Adaptation for End-to-End Speech Recognition through Down-Sampling Acoustic Representation. - Jiaxu Zhu; Weinan Tong; Yaoxun Xu; Changhe Song; Zhiyong Wu 001; Zhao You; Dan Su 002; Dong Yu 001; Helen Meng (INTERSPEECH, 2023)

Thrust: Adaptively Propels Large Language Models with External Knowledge. - Xinran Zhao; Hongming Zhang 009; Xiaoman Pan; Wenlin Yao; Dong Yu 001; Jianshu Chen (NeurIPS, 2023)

KalmanNet: A Learnable Kalman Filter for Acoustic Echo Cancellation. - Yixuan Zhang 005; Meng Yu 003; Hao Zhang 112; Dong Yu 001; DeLiang Wang (CoRR, 2023)

InstructTTS: Modelling Expressive TTS in Discrete Latent Space with Natural Language Style Prompt. - Dongchao Yang; Songxiang Liu; Rongjie Huang 001; Guangzhi Lei; Chao Weng; Helen Meng; Dong Yu 001 (CoRR, 2023)

3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty. - Rongzhi Gu; Shi-Xiong Zhang 001; Dong Yu 001 (CoRR, 2023)

Open-Domain Event Graph Induction for Mitigating Framing Bias. - Siyi Liu; Hongming Zhang 009; Hongwei Wang 010; Kaiqiang Song; Dan Roth 001; Dong Yu 001 (CoRR, 2023)

PIVOINE: Instruction Tuning for Open-world Information Extraction. - Keming Lu; Xiaoman Pan; Kaiqiang Song; Hongming Zhang 009; Dong Yu 001; Jianshu Chen (CoRR, 2023)

Make-A-Voice: Unified Voice Synthesis With Discrete Representation. - Rongjie Huang 001; Chunlei Zhang; Yongqi Wang; Dongchao Yang; Luping Liu; Zhenhui Ye; Ziyue Jiang 001; Chao Weng; Zhou Zhao 001; Dong Yu 001 (CoRR, 2023)

A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation. - Neeraj Varshney; Wenlin Yao; Hongming Zhang 009; Jianshu Chen; Dong Yu 001 (CoRR, 2023)

Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models. - Jiaao Chen; Xiaoman Pan; Dian Yu 001; Kaiqiang Song; Xiaoyang Wang; Dong Yu 001; Jianshu Chen (CoRR, 2023)

M3-AUDIODEC: Multi-channel multi-speaker multi-spatial audio codec. - Anton Ratnarajah; Shi-Xiong Zhang 001; Dong Yu 001 (CoRR, 2023)

LASER: LLM Agent with State-Space Exploration for Web Navigation. - Kaixin Ma; Hongming Zhang 009; Hongwei Wang 010; Xiaoman Pan; Dong Yu 001 (CoRR, 2023)

Unifying Robustness and Fidelity: A Comprehensive Study of Pretrained Generative Methods for Speech Enhancement in Adverse Conditions. - Heming Wang; Meng Yu 003; Hao Zhang 112; Chunlei Zhang; Zhongweiyang Xu; Muqiao Yang; Yixuan Zhang 005; Dong Yu 001 (CoRR, 2023)

Stabilizing RLHF through Advantage Model and Selective Rehearsal. - Baolin Peng; Linfeng Song; Ye Tian; Lifeng Jin; Haitao Mi; Dong Yu 001 (CoRR, 2023)

The Trickle-down Impact of Reward (In-)consistency on RLHF. - Lingfeng Shen; Sihao Chen; Linfeng Song; Lifeng Jin; Baolin Peng; Haitao Mi; Daniel Khashabi; Dong Yu 001 (CoRR, 2023)

A High Fidelity and Low Complexity Neural Audio Coding. - Wenzhe Liu; Wei Xiao; Meng Wang; Shan Yang; Yupeng Shi; Yuyong Kang; Dan Su 002; Shidong Shang; Dong Yu 001 (CoRR, 2023)

RIR-SF: Room Impulse Response Based Spatial Feature for Multi-channel Multi-talker ASR. - Yiwen Shao; Shi-Xiong Zhang 001; Dong Yu 001 (CoRR, 2023)

TencentLLMEval: A Hierarchical Evaluation of Real-World Capabilities for Human-Aligned LLMs. - Shuyi Xie; Wenlin Yao; Yong Dai 001; Shaobo Wang; Donlin Zhou; Lifeng Jin; Xinhua Feng; Pengzhi Wei; Yujie Lin; Zhichao Hu; Dong Yu 001; Zhengyou Zhang; et al. (CoRR, 2023)

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models. - Wenhao Yu 002; Hongming Zhang 009; Xiaoman Pan; Kaixin Ma; Hongwei Wang 010; Dong Yu 001 (CoRR, 2023)

Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention. - Kaiqiang Song; Xiaoyang Wang; Sangwoo Cho; Xiaoman Pan; Dong Yu 001 (CoRR, 2023)

Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing. - Wenyue Hua; Lifeng Jin; Linfeng Song; Haitao Mi; Yongfeng Zhang; Dong Yu 001 (Trans. Assoc. Comput. Linguistics, 2023)

OpenFact: Factuality Enhanced Open Knowledge Extraction. - Linfeng Song; Ante Wang; Xiaoman Pan; Hongming Zhang 009; Dian Yu 001; Lifeng Jin; Haitao Mi; Jinsong Su; Yue Zhang 004; Dong Yu 001 (Trans. Assoc. Comput. Linguistics, 2023)

Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. - Rongzhi Gu; Shi-Xiong Zhang 001; Yuexian Zou; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Unsupervised TTS Acoustic Modeling for TTS With Conditional Disentangled Sequential VAE. - Jiachen Lian; Chunlei Zhang; Gopala Krishna Anumanchipalli; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Integrating Lattice-Free MMI Into End-to-End Speech Recognition. - Jinchuan Tian; Jianwei Yu 001; Chao Weng; Yuexian Zou; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

D$^{2}$PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation. - Ante Wang; Linfeng Song; Lifeng Jin; Junfeng Yao; Haitao Mi; Chen Lin 001; Jinsong Su; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Diffsound: Discrete Diffusion Model for Text-to-Sound Generation. - Dongchao Yang; Jianwei Yu 001; Helin Wang; Wen Wang; Chao Weng; Yuexian Zou; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Neural Target Speech Extraction: An overview. - Katerina Zmolíková; Marc Delcroix; Tsubasa Ochiai; Keisuke Kinoshita; Jan Cernocký; Dong Yu 001 (IEEE Signal Process. Mag., 2023)

Search-engine-augmented dialogue response generation with cheaply supervised query production. - Ante Wang; Linfeng Song; Qi Liu 049; Haitao Mi; Longyue Wang; Zhaopeng Tu; Jinsong Su; Dong Yu 001 (Artif. Intell., 2023)

Twenty-Five Years of Evolution in Speech and Language Processing. - Dong Yu 001; Yifan Gong 001; Michael A. Picheny; Bhuvana Ramabhadran; Dilek Hakkani-Tür; Rohit Prasad; Heiga Zen; Jan Skoglund; Jan Honza Cernocký; Lukás Burget; Abdelrahman Mohamed (IEEE Signal Process. Mag., 2023)

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models. - Hongliang He; Wenlin Yao; Kaixin Ma; Wenhao Yu 002; Yong Dai 001; Hongming Zhang 009; Zhenzhong Lan; Dong Yu 001 (ACL (1), 2024)

SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs. - Yebowen Hu; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Hassan Foroosh; Dong Yu 001; Fei Liu 004 (ACL (1), 2024)

CLOMO: Counterfactual Logical Modification with Large Language Models. - Yinya Huang; Ruixin Hong; Hongming Zhang 009; Wei Shao 009; Zhicheng Yang; Dong Yu 001; Changshui Zhang; Xiaodan Liang; Linqi Song (ACL (1), 2024)

Make-A-Voice: Revisiting Voice Large Language Models as Scalable Multilingual and Multitask Learners. - Rongjie Huang 001; Chunlei Zhang; Yongqi Wang; Dongchao Yang; Jinchuan Tian; Zhenhui Ye; Luping Liu; Zehan Wang 001; Ziyue Jiang 001; Xuankai Chang; Jiatong Shi; Chao Weng; et al. (ACL (1), 2024)

InFoBench: Evaluating Instruction Following Ability in Large Language Models. - Yiwei Qin; Kaiqiang Song; Yebowen Hu; Wenlin Yao; Sangwoo Cho; Xiaoyang Wang; Xuansheng Wu; Fei Liu 004; Pengfei Liu 003; Dong Yu 001 (ACL (Findings), 2024)

Improving LLM Generations via Fine-Grained Self-Endorsement. - Ante Wang; Linfeng Song; Baolin Peng; Lifeng Jin; Ye Tian; Haitao Mi; Jinsong Su; Dong Yu 001 (ACL (Findings), 2024)

MM-LLMs: Recent Advances in MultiModal Large Language Models. - Duzhen Zhang; Yahan Yu; Jiahua Dong 001; Chenxing Li; Dan Su 002; Chenhui Chu; Dong Yu 001 (ACL (Findings), 2024)

Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models. - Xinran Zhao; Hongming Zhang 009; Xiaoman Pan; Wenlin Yao; Dong Yu 001; Tongshuang Wu; Jianshu Chen (ACL (Findings), 2024)

Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer. - Yongxin Zhu 003; Dan Su 002; Liqiang He; Linli Xu; Dong Yu 001 (ACL (1), 2024)

SRC-gAudio: Sampling-Rate-Controlled Audio Generation. - Chenxing Li; Manjie Xu; Dong Yu 001 (APSIPA, 2024)

A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation. - Xiangci Li; Linfeng Song; Lifeng Jin; Haitao Mi; Jessica Ouyang 001; Dong Yu 001 (LREC/COLING, 2024)

MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning. - Zhenwen Liang; Dian Yu 001; Xiaoman Pan; Wenlin Yao; Qingkai Zeng; Xiangliang Zhang 001; Dong Yu 001 (LREC/COLING, 2024)

Event Semantic Classification in Context. - Haoyu Wang 005; Hongming Zhang 009; Kaiqiang Song; Dong Yu 001; Dan Roth 001 (EACL (Findings), 2024)

Inconsistent dialogue responses and how to recover from them. - Mian Zhang; Lifeng Jin; Linfeng Song; Haitao Mi; Dong Yu 001 (EACL (Findings), 2024)

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models. - Wenhao Yu 002; Hongming Zhang 009; Xiaoman Pan; Peixin Cao; Kaixin Ma; Jian Li; Hongwei Wang 001; Dong Yu 001 (EMNLP, 2024)

Dense X Retrieval: What Retrieval Granularity Should We Use? - Tong Chen; Hongwei Wang 010; Sihao Chen; Wenhao Yu 002; Kaixin Ma; Xinran Zhao; Hongming Zhang 009; Dong Yu 001 (EMNLP, 2024)

Skills-in-Context: Unlocking Compositionality in Large Language Models. - Jiaao Chen; Xiaoman Pan; Dian Yu 001; Kaiqiang Song; Xiaoyang Wang; Dong Yu 001; Jianshu Chen (EMNLP (Findings), 2024)

Abstraction-of-Thought Makes Language Models Better Reasoners. - Ruixin Hong; Hongming Zhang 009; Xiaoman Pan; Dong Yu 001; Changshui Zhang (EMNLP (Findings), 2024)

When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives. - Yebowen Hu; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Wenlin Yao; Hassan Foroosh; Dong Yu 001; Fei Liu 004 (EMNLP, 2024)

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. - Zhihan Zhang 001; Tao Ge 005; Zhenwen Liang; Wenhao Yu 002; Dian Yu 001; Mengzhao Jia; Dong Yu 001; Meng Jiang 001 (EMNLP, 2024)

UniX-Encoder: A Universal X-Channel Speech Encoder for AD-HOC Microphone Array Speech Processing. - Zili Huang; Yiwen Shao; Shi-Xiong Zhang 001; Dong Yu 001 (ICASSP, 2024)

SPATIALCODEC: Neural Spatial Speech Coding. - Zhongweiyang Xu; Yong Xu 004; Vinay Kothapally; Heming Wang; Muqiao Yang; Dong Yu 001 (ICASSP, 2024)

uSee: Unified Speech Enhancement And Editing with Conditional Diffusion Models. - Muqiao Yang; Chunlei Zhang; Yong Xu 004; Zhongweiyang Xu; Heming Wang; Bhiksha Raj; Dong Yu 001 (ICASSP, 2024)

The Trickle-down Impact of Reward Inconsistency on RLHF. - Lingfeng Shen; Sihao Chen; Linfeng Song; Lifeng Jin; Baolin Peng; Haitao Mi; Daniel Khashabi; Dong Yu 001 (ICLR, 2024)

Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. - Rui Yang 010; Xiaoman Pan; Feng Luo; Shuang Qiu; Han Zhong 001; Dong Yu 001; Jianshu Chen (ICML, 2024)

Prompt-guided Precise Audio Editing with Diffusion Models. - Manjie Xu; Chenxing Li; Duzhen Zhang; Dan Su 002; Wei Liang; Dong Yu 001 (ICML, 2024)

RIR-SF: Room Impulse Response Based Spatial Feature for Target Speech Recognition in Multi-Channel Multi-Speaker Scenarios. - Yiwen Shao; Shi-Xiong Zhang 001; Dong Yu 001 (INTERSPEECH, 2024)

Multi-Channel Multi-Speaker ASR Using Target Speaker's Solo Segment. - Yiwen Shao; Shi-Xiong Zhang 001; Yong Xu 004; Meng Yu 003; Dong Yu 001; Daniel Povey; Sanjeev Khudanpur (INTERSPEECH, 2024)

Comparing Discrete and Continuous Space LLMs for Speech Recognition. - Yaoxun Xu; Shi-Xiong Zhang 001; Jianwei Yu 001; Zhiyong Wu 001; Dong Yu 001 (INTERSPEECH, 2024)

Polarity Calibration for Opinion Summarization. - Yuanyuan Lei 001; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Ruihong Huang; Dong Yu 001 (NAACL-HLT, 2024)

Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations. - Sihao Chen; Hongming Zhang 009; Tong Chen; Ben Zhou; Wenhao Yu 002; Dian Yu 001; Baolin Peng; Hongwei Wang 010; Dan Roth 001; Dong Yu 001 (NAACL-HLT, 2024)

A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning. - Ruixin Hong; Hongming Zhang 009; Xinyu Pang; Dong Yu 001; Changshui Zhang (NAACL-HLT, 2024)

MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning. - Fuxiao Liu; Xiaoyang Wang; Wenlin Yao; Jianshu Chen; Kaiqiang Song; Sangwoo Cho; Yaser Yacoob; Dong Yu 001 (NAACL-HLT, 2024)

From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning. - Xuansheng Wu; Wenlin Yao; Jianshu Chen; Xiaoman Pan; Xiaoyang Wang; Ninghao Liu; Dong Yu 001 (NAACL-HLT, 2024)

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing. - Ye Tian; Baolin Peng; Linfeng Song; Lifeng Jin; Dian Yu 001; Lei Han; Haitao Mi; Dong Yu 001 (NeurIPS, 2024)

Spatialemb: Extract and Encode Spatial Information for 1-Stage Multi-Channel Multi-Speaker ASR on Arbitrary Microphone Arrays. - Yiwen Shao; Yong Xu 004; Sanjeev Khudanpur; Dong Yu 001 (SLT, 2024)

Advancing Multi-Talker ASR Performance With Large Language Models. - Mohan Shi; Zengrui Jin; Yaoxun Xu; Yong Xu 004; Shi-Xiong Zhang 001; Kun Wei; Yiwen Shao; Chunlei Zhang; Dong Yu 001 (SLT, 2024)

SMRU: Split-And-Merge Recurrent-Based UNet For Acoustic Echo Cancellation And Noise Suppression. - Zhihang Sun; Andong Li; Rilin Chen; Hao Zhang 112; Meng Yu 003; Yi Zhou 014; Dong Yu 001 (SLT, 2024)

SPECTRUM: Speaker-Enhanced Pre-Training for Long Dialogue Summarization. - Sangwoo Cho; Kaiqiang Song; Chao Zhao 002; Xiaoyang Wang; Dong Yu 001 (CoRR, 2024)

Fine-Grained Self-Endorsement Improves Factuality and Reasoning. - Ante Wang; Linfeng Song; Baolin Peng; Ye Tian; Lifeng Jin; Haitao Mi; Jinsong Su; Dong Yu 001 (CoRR, 2024)

Collaborative decoding of critical tokens for boosting factuality of large language models. - Lifeng Jin; Baolin Peng; Linfeng Song; Haitao Mi; Ye Tian; Dong Yu 001 (CoRR, 2024)

Can Large Language Models do Analytical Reasoning? - Yebowen Hu; Kaiqiang Song; Sangwoo Cho; Xiaoyang Wang; Hassan Foroosh; Dong Yu 001; Fei Liu 004 (CoRR, 2024)

Self-Consistency Boosts Calibration for Math Reasoning. - Ante Wang; Linfeng Song; Ye Tian; Baolin Peng; Lifeng Jin; Haitao Mi; Jinsong Su; Dong Yu 001 (CoRR, 2024)

Conceptual and Unbiased Reasoning in Language Models. - Ben Zhou; Hongming Zhang 009; Sihao Chen; Dian Yu 001; Hongwei Wang 010; Baolin Peng; Dan Roth 001; Dong Yu 001 (CoRR, 2024)

Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models. - Souvik Das; Lifeng Jin; Linfeng Song; Haitao Mi; Baolin Peng; Dong Yu 001 (CoRR, 2024)

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing. - Ye Tian; Baolin Peng; Linfeng Song; Lifeng Jin; Dian Yu 001; Haitao Mi; Dong Yu 001 (CoRR, 2024)

MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions. - Zhenwen Liang; Dian Yu 001; Wenhao Yu 002; Wenlin Yao; Zhihan Zhang 001; Xiangliang Zhang 001; Dong Yu 001 (CoRR, 2024)

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. - Zhihan Zhang 001; Zhenwen Liang; Wenhao Yu 002; Dian Yu 001; Mengzhao Jia; Dong Yu 001; Meng Jiang 001 (CoRR, 2024)

Scaling Synthetic Data Creation with 1,000,000,000 Personas. - Xin Chan; Xiaoyang Wang; Dian Yu 001; Haitao Mi; Dong Yu 001 (CoRR, 2024)

LiteSearch: Efficacious Tree Search for LLM. - Ante Wang; Linfeng Song; Ye Tian; Baolin Peng; Dian Yu 001; Haitao Mi; Jinsong Su; Dong Yu 001 (CoRR, 2024)

Video-to-Audio Generation with Hidden Alignment. - Manjie Xu; Chenxing Li; Yong Ren; Rilin Chen; Yu Gu; Wei Liang; Dong Yu 001 (CoRR, 2024)

DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems. - Anni Zou; Wenhao Yu 002; Hongming Zhang 009; Kaixin Ma; Deng Cai 002; Zhuosheng Zhang 001; Hai Zhao 001; Dong Yu 001 (CoRR, 2024)

SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models. - Dian Yu 001; Baolin Peng; Ye Tian; Linfeng Song; Haitao Mi; Dong Yu 001 (CoRR, 2024)

DSBench: How Far Are Data Science Agents to Becoming Data Science Experts? - Liqiang Jing; Zhehui Huang; Xiaoyang Wang; Wenlin Yao; Wenhao Yu 002; Kaixin Ma; Hongming Zhang 009; Xinya Du; Dong Yu 001 (CoRR, 2024)

Towards Diverse and Efficient Audio Captioning via Diffusion Models. - Manjie Xu; Chenxing Li; Xinyi Tu; Yong Ren; Ruibo Fu; Wei Liang; Dong Yu 001 (CoRR, 2024)

Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots. - Hongming Zhang 009; Xiaoman Pan; Hongwei Wang 010; Kaixin Ma; Wenhao Yu 002; Dong Yu 001 (CoRR, 2024)

EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer. - Jiarui Hai; Yong Xu 004; Hao Zhang 112; Chenxing Li; Helin Wang; Mounya Elhilali; Dong Yu 001 (CoRR, 2024)

Video-to-Audio Generation with Fine-grained Temporal Semantics. - Yuchen Hu; Yu Gu; Chenxing Li; Rilin Chen; Dong Yu 001 (CoRR, 2024)

HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows. - Wenlin Yao; Haitao Mi; Dong Yu 001 (CoRR, 2024)

DeFine: Enhancing LLM Decision-Making with Factor Profiles and Analogical Reasoning. - Yebowen Hu; Xiaoyang Wang; Wenlin Yao; Yiming Lu; Daoan Zhang; Hassan Foroosh; Dong Yu 001; Fei Liu 004 (CoRR, 2024)

DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects. - Zhaowei Wang 003; Hongming Zhang 009; Tianqing Fang; Ye Tian; Yue Yang; Kaixin Ma; Xiaoman Pan; Yangqiu Song; Dong Yu 001 (CoRR, 2024)

SePPO: Semi-Policy Preference Optimization for Diffusion Alignment. - Daoan Zhang; Guangchen Lan; Dong-Jun Han; Wenlin Yao; Xiaoman Pan; Hongming Zhang 009; Mingxiao Li 004; Pengcheng Chen; Dong Yu 001; Christopher Brinton 001; Jiebo Luo 001 (CoRR, 2024)

ParallelSpec: Parallel Drafter for Efficient Speculative Decoding. - Zilin Xiao; Hongming Zhang 009; Tao Ge 005; Siru Ouyang; Vicente Ordonez; Dong Yu 001 (CoRR, 2024)

Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning. - Xiyao Wang; Linfeng Song; Ye Tian; Dian Yu 001; Baolin Peng; Haitao Mi; Furong Huang; Dong Yu 001 (CoRR, 2024)

Router-Tuning: A Simple and Effective Approach for Enabling Dynamic-Depth in Transformers. - Shwai He; Tao Ge 005; Guoheng Sun; Bowei Tian; Xiaoyang Wang; Ang Li; Dong Yu 001 (CoRR, 2024)

Atomic Calibration of LLMs in Long-Form Generations. - Caiqi Zhang; Ruihan Yang; Zhisong Zhang; Xinting Huang; Sen Yang; Dong Yu 001; Nigel Collier (CoRR, 2024)

Federated Incremental Named Entity Recognition. - Duzhen Zhang; Yahan Yu; Chenxing Li; Jiahua Dong 001; Dong Yu 001 (CoRR, 2024)

Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens. - Xu Ouyang; Tao Ge 005; Thomas Hartvigsen; Zhisong Zhang; Haitao Mi; Dong Yu 001 (CoRR, 2024)

Teaching LLMs to Refine with Tools. - Dian Yu 001; Yuheng Zhang; Jiahao Xu; Tian Liang; Linfeng Song; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2024)

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs. - Xingyu Chen; Jiahao Xu; Tian Liang; Zhiwei He 002; Jianhui Pang; Dian Yu 001; Linfeng Song; Qiuzhi Liu; Mengfei Zhou; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2024)

Enhanced Acoustic Howling Suppression via Hybrid Kalman Filter and Deep Learning Models. - Hao Zhang 112; Yixuan Zhang 005; Meng Yu 003; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning. - Ante Wang; Linfeng Song; Ye Tian; Baolin Peng; Dian Yu 001; Haitao Mi; Jinsong Su; Dong Yu 001 (AAAI, 2025)

A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression. - Chenlong Deng; Zhisong Zhang; Kelong Mao; Shuaiyi Li; Xinting Huang; Dong Yu 001; Zhicheng Dou (ACL (1), 2025)

OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization. - Hongliang He; Wenlin Yao; Kaixin Ma; Wenhao Yu 002; Hongming Zhang 009; Tianqing Fang; Zhenzhong Lan; Dong Yu 001 (ACL (1), 2025)

DeFine: Decision-Making with Analogical Reasoning over Factor Profiles. - Yebowen Hu; Xiaoyang Wang; Wenlin Yao; Yiming Lu; Daoan Zhang; Hassan Foroosh; Dong Yu 001; Fei Liu 004 (ACL (Findings), 2025)

Low-Bit Quantization Favors Undertrained LLMs. - Xu Ouyang; Tao Ge 005; Thomas Hartvigsen; Zhisong Zhang; Haitao Mi; Dong Yu 001 (ACL (1), 2025)

Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls. - Ante Wang; Linfeng Song; Ye Tian; Dian Yu 001; Haitao Mi; Xiangyu Duan; Zhaopeng Tu; Jinsong Su; Dong Yu 001 (ACL (1), 2025)

LoGU: Long-form Generation with Uncertainty Expressions. - Ruihan Yang; Caiqi Zhang; Zhisong Zhang; Xinting Huang; Sen Yang; Nigel Collier; Dong Yu 001; Deqing Yang (ACL (1), 2025)

Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models. - Zhisong Zhang; Yan Wang 060; Xinting Huang; Tianqing Fang; Hongming Zhang 009; Chenlong Deng; Shuaiyi Li; Dong Yu 001 (ACL (1), 2025)

Neural Ambisonic Encoding For Multi-Speaker Scenarios Using A Circular Microphone Array. - Yue Qiao; Vinay Kothapally; Meng Yu 003; Dong Yu 001 (ICASSP, 2025)

BANC: Towards Efficient Binaural Audio Neural Codec for Overlapping Speech. - Anton Ratnarajah; Shi-Xiong Zhang; Dong Yu 001 (ICASSP, 2025)

STA-V2A: Video-to-Audio Generation with Semantic and Temporal Alignment. - Yong Ren; Chenxing Li; Manjie Xu; Wei Liang; Yu Gu; Rilin Chen; Dong Yu 001 (ICASSP, 2025)

Preference Alignment Improves Language Model-Based TTS. - Jinchuan Tian; Chunlei Zhang; Jiatong Shi; Hao Zhang 112; Jianwei Yu 001; Shinji Watanabe 001; Dong Yu 001 (ICASSP, 2025)

SSR-Speech: Towards Stable, Safe and Robust Zero-shot Text-based Speech Editing and Synthesis. - Helin Wang; Meng Yu 003; Jiarui Hai; Chen Chen 075; Yuchen Hu; Rilin Chen; Najim Dehak; Dong Yu 001 (ICASSP, 2025)

DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? - Liqiang Jing; Zhehui Huang; Xiaoyang Wang; Wenlin Yao; Wenhao Yu 002; Kaixin Ma; Hongming Zhang 009; Xinya Du; Dong Yu 001 (ICLR, 2025)

RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph. - Siru Ouyang; Wenhao Yu 002; Kaixin Ma; Zilin Xiao; Zhihan Zhang 001; Mengzhao Jia; Jiawei Han 001; Hongming Zhang 009; Dong Yu 001 (ICLR, 2025)

LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory. - Di Wu; Hongwei Wang; Wenhao Yu 002; Yuwei Zhang 001; Kai-Wei Chang; Dong Yu 001 (ICLR, 2025)

DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search. - Murong Yue; Wenlin Yao; Haitao Mi; Dian Yu 001; Ziyu Yao 002; Dong Yu 001 (ICLR, 2025)

Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning. - Yuheng Zhang; Dian Yu 001; Baolin Peng; Linfeng Song; Ye Tian; Mingyue Huo; Nan Jiang 008; Haitao Mi; Dong Yu 001 (ICLR, 2025)

Information-theoretic complementary prompts for improved continual text classification. - Duzhen Zhang; Yong Ren; Chenxing Li; Dong Yu 001; Tielin Zhang (Neural Networks, 2025)

Leopard: A Vision Language Model for Text-Rich Multi- Image Tasks. - Mengzhao Jia; Wenhao Yu 002; Kaixin Ma; Tianqing Fang; Zhihan Zhang 001; Siru Ouyang; Hongming Zhang 009; Dong Yu 001; Meng Jiang 001 (Trans. Mach. Learn. Res., 2025)

Lifelong Learning of Large Language Model based Agents: A Roadmap. - Junhao Zheng; Chengming Shi; Xidi Cai; Qiuke Li; Duzhen Zhang; Chenxing Li; Dong Yu 001; Qianli Ma 001 (CoRR, 2025)

OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas. - Xiaoyang Wang; Hongming Zhang 009; Tao Ge 005; Wenhao Yu 002; Dian Yu 001; Dong Yu 001 (CoRR, 2025)

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs. - Yue Wang; Qiuzhi Liu; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Linfeng Song; Dian Yu 001; Juntao Li; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2025)

LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems. - Hao Zhang 112; Weiwei Li; Rilin Chen; Vinay Kothapally; Meng Yu 003; Dong Yu 001 (CoRR, 2025)

Improving LLM General Preference Alignment via Optimistic Online Mirror Descent. - Yuheng Zhang; Dian Yu 001; Tao Ge 005; Linfeng Song; Zhichen Zeng 001; Haitao Mi; Nan Jiang 008; Dong Yu 001 (CoRR, 2025)

Streaming Looking Ahead with Token-level Self-reward. - Hongming Zhang 009; Ruixin Hong; Dong Yu 001 (CoRR, 2025)

The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models. - Ke Ji; Jiahao Xu; Tian Liang; Qiuzhi Liu; Zhiwei He 002; Xingyu Chen; Xiaoyuan Liu; Zhijie Wang; Junying Chen; Benyou Wang; Zhaopeng Tu; Haitao Mi; et al. (CoRR, 2025)

Dancing with Critiques: Enhancing LLM Reasoning with Stepwise Natural Language Self-Critique. - Yansi Li; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Qiuzhi Liu; Rui Wang 015; Zhuosheng Zhang 001; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains. - Yi Su 006; Dian Yu 001; Linfeng Song; Juntao Li; Haitao Mi; Zhaopeng Tu; Min Zhang 005; Dong Yu 001 (CoRR, 2025)

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning. - Zhiwei He 002; Tian Liang; Jiahao Xu; Qiuzhi Liu; Xingyu Chen; Yue Wang; Linfeng Song; Dian Yu 001; Zhenwen Liang; Wenxuan Wang 001; Zhuosheng Zhang 001; Rui Wang 015; et al. (CoRR, 2025)

Enhancing Web Agents with Explicit Rollback Mechanisms. - Zhisong Zhang; Tianqing Fang; Kaixin Ma; Wenhao Yu 002; Hongming Zhang 009; Haitao Mi; Dong Yu 001 (CoRR, 2025)

WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model. - Tianqing Fang; Hongming Zhang 009; Zhisong Zhang; Kaixin Ma; Wenhao Yu 002; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation. - Junyu Ma; Tianqing Fang; Zhisong Zhang; Hongming Zhang 009; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model. - Yong Ren; Chenxing Li; Le Xu; Hao Gu; Duzhen Zhang; Yujie Chen; Manjie Xu; Ruibo Fu; Shan Yang; Dong Yu 001 (CoRR, 2025)

Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards. - Xiaoyuan Liu; Tian Liang; Zhiwei He 002; Jiahao Xu; Wenxuan Wang 001; Pinjia He; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training. - Mengru Wang; Xingyu Chen; Yue Wang; Zhiwei He 002; Jiahao Xu; Tian Liang; Qiuzhi Liu; Yunzhi Yao; Wenxuan Wang 001; Ruotian Ma; Haitao Mi; Ningyu Zhang 001; et al. (CoRR, 2025)

UNCLE: Uncertainty Expressions in Long-Form Generation. - Ruihan Yang; Caiqi Zhang; Zhisong Zhang; Xinting Huang; Dong Yu 001; Nigel Collier; Deqing Yang (CoRR, 2025)

WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback. - Minda Hu; Tianqing Fang; Jianshu Zhang; Junyu Ma; Zhisong Zhang; Jingyan Zhou; Hongming Zhang 009; Haitao Mi; Dong Yu 001; Irwin King (CoRR, 2025)

VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining. - Jianheng Zhuo; Yifan Yang 005; Yiwen Shao; Yong Xu 004; Dong Yu 001; Kai Yu 004; Xie Chen 001 (CoRR, 2025)

Mitigating Audiovisual Mismatch in Visual-Guide Audio Captioning. - Le Xu; Chenxing Li; Yong Ren; Yujie Chen; Yu Gu; Ruibo Fu; Shan Yang; Dong Yu 001 (CoRR, 2025)

InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing. - Shuaiyi Li; Zhisong Zhang; Yang Deng 002; Chenlong Deng; Tianqing Fang; Hongming Zhang 009; Haitao Mi; Dong Yu 001; Wai Lam (CoRR, 2025)

VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models. - Ce Zhang 009; Kaixin Ma; Tianqing Fang; Wenhao Yu 002; Hongming Zhang 009; Zhisong Zhang; Yaqi Xie 001; Katia P. Sycara; Haitao Mi; Dong Yu 001 (CoRR, 2025)

DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning. - Ziyin Zhang; Jiahao Xu; Zhiwei He 002; Tian Liang; Qiuzhi Liu; Yansi Li; Linfeng Song; Zhengwen Liang; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; Haitao Mi; et al. (CoRR, 2025)

WAKE: Watermarking Audio with Key Enrichment. - Yaoxun Xu; Jianwei Yu 001; Hangting Chen; Zhiyong Wu 001; Xixin Wu; Dong Yu 001; Rongzhi Gu; Yi Luo 004 (CoRR, 2025)

3DFlowAction: Learning Cross-Embodiment Manipulation from 3D Flow World Model. - Hongyan Zhi; Peihao Chen; Siyuan Zhou; Dong Yu 001; Quanxi Wu; Lei Han; Mingkui Tan (CoRR, 2025)

LeVo: High-Quality Song Generation with Multi-Preference Alignment. - Shun Lei; Yaoxun Xu; Zhiwei Lin; Huaicheng Zhang; Wei Tan 011; Hangting Chen; Jianwei Yu 001; Yixuan Zhang 005; Chenyu Yang; Haina Zhu; Shuai Wang 016; Zhiyong Wu 001; et al. (CoRR, 2025)

Efficient Multilingual ASR Finetuning via LoRA Language Experts. - Jiahong Li; Yiwen Shao; Jianheng Zhuo; Chenda Li; Liliang Tang; Dong Yu 001; Yanmin Qian (CoRR, 2025)

MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment. - Yucheng Shi; Wenhao Yu 002; Zaitang Li; Yonglin Wang; Hongming Zhang 009; Ninghao Liu; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Towards Solving More Challenging IMO Problems via Decoupled Reasoning and Proving. - Zhenwen Liang; Linfeng Song; Yang Li; Tao Yang 033; Feng Zhang; Haitao Mi; Dong Yu 001 (CoRR, 2025)

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models. - Zhaoxi Mu; Rilin Chen; Andong Li; Meng Yu 003; Xinyu Yang; Dong Yu 001 (CoRR, 2025)

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training. - Tianqing Fang; Zhisong Zhang; Xiaoyang Wang; Rui Wang 015; Can Qin; Yuxuan Wan; Jun-Yu Ma; Ce Zhang 009; Jiaqi Chen; Xiyun Li; Hongming Zhang 009; Haitao Mi; et al. (CoRR, 2025)

Exploring Stability-Plasticity Trade-offs for Continual Named Entity Recognition. - Duzhen Zhang; Chenxing Li; Jiahua Dong 001; Qi Liu 049; Dong Yu 001 (CoRR, 2025)

EmoSteer-TTS: Fine-Grained and Training-Free Emotion-Controllable Text-to-Speech via Activation Steering. - Tianxin Xie; Shan Yang; Chenxing Li; Dong Yu 001; Li Liu (CoRR, 2025)

Efficient Scaling for LLM-based ASR. - Bingshen Mu; Yiwen Shao; Kun Wei; Dong Yu 001; Lei Xie 001 (CoRR, 2025)

R-Zero: Self-Evolving Reasoning LLM from Zero Data. - Chengsong Huang; Wenhao Yu 002; Xiaoyang Wang; Hongming Zhang 009; Zongxia Li; Ruosen Li; Jiaxin Huang; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation. - Huaicheng Zhang; Wei Tan 011; Guangzheng Li; Yixuan Zhang 005; Hangting Chen; Shun Lei; Chenyu Yang; Zhiyong Wu 001; Shuai Wang 016; Qijun Huang; Dong Yu 001 (CoRR, 2025)

Audio-Thinker: Guiding Audio Language Model When and How to Think via Reinforcement Learning. - Shu Wu; Chenxing Li; Wenfu Wang; Hao Zhang 112; Hualei Wang; Meng Yu 003; Dong Yu 001 (CoRR, 2025)

DegDiT: Controllable Audio Generation with Dynamic Event Graph Guided Diffusion Transformer. - Yisu Liu; Chenxing Li; Wanqian Zhang; Wenfu Wang; Meng Yu 003; Ruibo Fu; Zheng Lin; Weiping Wang; Dong Yu 001 (CoRR, 2025)