Diagnostic Evaluation of Machine Translation Systems Using Automatically Constructed Linguistic Check-Points. - Ming Zhou 001; Bo Wang; Shujie Liu 001; Mu Li 001; Dongdong Zhang 001; Tiejun Zhao (COLING, 2008)

Low-complexity asymmetric multiview video coding. - Ying Chen 011; Shujie Liu 001; Ye-Kui Wang; Miska M. Hannuksela; Houqiang Li; Moncef Gabbouj (ICME, 2008)

Frame loss error concealment for multiview video coding. - Shujie Liu 001; Ying Chen 011; Ye-Kui Wang; Moncef Gabbouj; Miska M. Hannuksela; Houqiang Li (ISCAS, 2008)

An EMD Based Approach to Transliteration Unit Alignment between English and Chinese. - Muyun Yang; Shujie Liu 001; Lei Wang; Sheng Li 003; Jufeng Li; Tiejun Zhao; Haoliang Qi (ISCSLP, 2008)

Multiview Video transcoding: From multiple views to single view. - Shujie Liu 001; Chang Wen Chen (PCS, 2009)

Discriminative Pruning for Discriminative ITG Alignment. - Shujie Liu 001; Chi-Ho Li; Ming Zhou 001 (ACL, 2010)

Improved Discriminative ITG Alignment using Hierarchical Phrase Pairs and Semi-supervised Training. - Shujie Liu 001; Chi-Ho Li; Ming Zhou 001 (COLING (Posters), 2010)

Sparse dyadic mode for depth map compression. - Shujie Liu 001; PoLin Lai; Dong Tian; Cristina Gomila; Chang Wen Chen (ICIP, 2010)

A novel prioritized spatial multiplexing for MIMO wireless system with application to H.264 SVC video. - Qian Liu 001; Shujie Liu 001; Chang Wen Chen (ICME, 2010)

The MSRA machine translation system for IWSLT 2010. - Chi-Ho Li; Nan Duan; Yinggong Zhao; Shujie Liu 001; Lei Cui 001; Mei-Yuh Hwang; Amittai Axelrod; Jianfeng Gao 001; Yaodong Zhang; Li Deng 001 (IWSLT, 2010)

3D video transcoding for virtual views. - Shujie Liu 001; Chang Wen Chen (ACM Multimedia, 2010)

Joint trilateral filtering for depth map compression. - Shujie Liu 001; PoLin Lai; Dong Tian; Cristina Gomila; Chang Wen Chen (VCIP, 2010)

Transductive Minimum Error Rate Training for Statistical Machine Translation. - Yinggong Zhao; Shujie Liu 001; Yangsheng Ji; Jiajun Chen 001; Guodong Zhou (IJCNLP, 2011)

Statistic Machine Translation Boosted with Spurious Word Deletion. - Shujie Liu 001; Chi-Ho Li; Ming Zhou 001 (MTSummit, 2011)

A Unified SMT Framework Combining MIRA and MERT. - Shujie Liu 001; Chi-Ho Li; Ming Zhou 001 (MTSummit, 2011)

Scalable video transmission: packet loss induced distortion modeling and estimation. - Shujie Liu 001; Chang Wen Chen (NOSSDAV, 2011)

New Depth Coding Techniques With Utilization of Corresponding Video. - Shujie Liu 001; PoLin Lai; Dong Tian; Chang Wen Chen (IEEE Trans. Broadcast., 2011)

Learning Translation Consensus with Structured Label Propagation. - Shujie Liu 001; Chi-Ho Li; Mu Li 001; Ming Zhou 001 (ACL (1), 2012)

Re-training Monolingual Parser Bilingually for Syntactic SMT. - Shujie Liu 001; Chi-Ho Li; Mu Li 001; Ming Zhou 001 (EMNLP-CoNLL, 2012)

Virtual View Reconstruction Using Temporal Information. - Shujie Liu 001; Philip A. Chou; Cha Zhang; Zhengyou Zhang; Chang Wen Chen (ICME, 2012)

A novel 3D video transcoding scheme for adaptive 3D video transmission to heterogeneous terminals. - Shujie Liu 001; Chang Wen Chen (ACM Trans. Multim. Comput. Commun. Appl., 2012)

Bilingual Data Cleaning for SMT using Graph-based Random Walk. - Lei Cui 001; Dongdong Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001 (ACL (2), 2013)

Learning Entity Representation for Entity Disambiguation. - Zhengyan He; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Longkai Zhang; Houfeng Wang (ACL (2), 2013)

Word Alignment Modeling with Context Dependent Deep Neural Network. - Nan Yang 002; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Nenghai Yu (ACL (1), 2013)

Multi-Domain Adaptation for SMT Using Multi-Task Learning. - Lei Cui 001; Xilun Chen 002; Dongdong Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001 (EMNLP, 2013)

Efficient Collective Entity Linking with Stacking. - Zhengyan He; Shujie Liu 001; Yang Song; Mu Li 001; Ming Zhou 001; Houfeng Wang (EMNLP, 2013)

Collective Corpus Weighting and Phrase Scoring for SMT Using Graph-Based Random Walk. - Lei Cui 001; Dongdong Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001 (NLPCC, 2013)

Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space. - Jiajun Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Chengqing Zong (AAAI, 2014)

Learning Topic Representation for SMT with Neural Networks. - Lei Cui 001; Dongdong Zhang 001; Shujie Liu 001; Qiming Chen; Mu Li 001; Ming Zhou 001; Muyun Yang (ACL (1), 2014)

A Recursive Recurrent Neural Network for Statistical Machine Translation. - Shujie Liu 001; Nan Yang 002; Mu Li 001; Ming Zhou 001 (ACL (1), 2014)

Bilingually-constrained Phrase Embeddings for Machine Translation. - Jiajun Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Chengqing Zong (ACL (1), 2014)

Woodpecker: An Automatic Methodology for Machine Translation Diagnosis with Rich Linguistic Knowledge. - Bo Wang; Ming Zhou 001; Shujie Liu 001; Mu Li 001; Dongdong Zhang 001 (J. Inf. Sci. Eng., 2014)

Hierarchical Recurrent Neural Network for Document Modeling. - Rui Lin; Shujie Liu 001; Muyun Yang; Mu Li 001; Ming Zhou 001; Sheng Li 003 (EMNLP, 2015)

Entity Translation with Collective Inference in Knowledge Graph. - Qinglin Li; Shujie Liu 001; Rui Lin; Mu Li 001; Ming Zhou 001 (NLPCC, 2015)

A Maximum Entropy Approach to Discourse Coherence Modeling. - Rui Lin; Muyun Yang; Shujie Liu 001; Sheng Li 003; Tiejun Zhao (NLPCC, 2015)

A Statistical Parsing Framework for Sentiment Classification. - Li Dong 004; Furu Wei; Shujie Liu 001; Ming Zhou 001; Ke Xu 001 (Comput. Linguistics, 2015)

Beyond Word-based Language Model in Statistical Machine Translation. - Jiajun Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Chengqing Zong (CoRR, 2015)

Towards Machine Translation in Semantic Vector Space. - Jiajun Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2015)

Knowledge-Based Semantic Embedding for Machine Translation. - Chen Shi; Shujie Liu 001; Shuo Ren; Shi Feng; Mu Li 001; Ming Zhou 001; Xu Sun 001; Houfeng Wang (ACL (1), 2016)

Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation. - Shi Feng; Shujie Liu 001; Nan Yang 002; Mu Li 001; Ming Zhou 001; Kenny Q. Zhu (COLING, 2016)

Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder NMT Model. - Shi Feng; Shujie Liu 001; Mu Li 001; Ming Zhou 001 (CoRR, 2016)

Chunk-based Decoder for Neural Machine Translation. - Shonosuke Ishiwatari; Jingtao Yao 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Naoki Yoshinaga 001; Masaru Kitsuregawa; Weijia Jia 001 (ACL (1), 2017)

Stack-based Multi-layer Attention for Transition-based Dependency Parsing. - Zhirui Zhang; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Enhong Chen (EMNLP, 2017)

Modeling Indicative Context for Statistical Machine Translation. - Shuangzhi Wu; Dongdong Zhang 001; Shujie Liu 001; Ming Zhou 001 (NLPCC, 2017)

Neural Sequence Prediction by Coaching. - Wenhu Chen; Guanlin Li; Shujie Liu 001; Zhirui Zhang; Mu Li 001; Ming Zhou 001 (CoRR, 2017)

Assertion-Based QA With Question-Aware Open Information Extraction. - Zhao Yan; Duyu Tang; Nan Duan; Shujie Liu 001; Wendi Wang; Daxin Jiang; Ming Zhou 001; Zhoujun Li 001 (AAAI, 2018)

Joint Training for Neural Machine Translation Models with Monolingual Data. - Zhirui Zhang; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Enhong Chen (AAAI, 2018)

Triangular Architecture for Rare Language Translation. - Shuo Ren; Wenhu Chen; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Shuai Ma 001 (ACL (1), 2018)

Bidirectional Generative Adversarial Networks for Neural Machine Translation. - Zhirui Zhang; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Enhong Chen (CoNLL, 2018)

Generative Bridging Network for Neural Sequence Prediction. - Wenhu Chen; Guanlin Li; Shuo Ren; Shujie Liu 001; Zhirui Zhang; Mu Li 001; Ming Zhou 001 (NAACL-HLT, 2018)

Learning to Collaborate for Question Answering and Asking. - Duyu Tang; Nan Duan; Zhao Yan; Zhirui Zhang; Yibo Sun; Shujie Liu 001; Yuanhua Lv; Ming Zhou 001 (NAACL-HLT, 2018)

Coarse-To-Fine Learning for Neural Machine Translation. - Zhirui Zhang; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Enhong Chen (NLPCC (1), 2018)

Achieving Human Parity on Automatic Chinese to English News Translation. - Hany Hassan; Anthony Aue; Chang Chen; Vishal Chowdhary; Jonathan Clark; Christian Federmann; Xuedong Huang 001; Marcin Junczys-Dowmunt; William Lewis; Mu Li 001; Shujie Liu 001; Tie-Yan Liu; et al. (CoRR, 2018)

Regularizing Neural Machine Translation by Target-bidirectional Agreement. - Zhirui Zhang; Shuangzhi Wu; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Enhong Chen (CoRR, 2018)

Style Transfer as Unsupervised Machine Translation. - Zhirui Zhang; Shuo Ren; Shujie Liu 001; Jianyong Wang 001; Peng Chen 029; Mu Li 001; Ming Zhou 001; Enhong Chen (CoRR, 2018)

Approximate Distribution Matching for Sequence-to-Sequence Learning. - Wenhu Chen; Guanlin Li; Shujie Liu 001; Zhirui Zhang; Mu Li 001; Ming Zhou 001 (CoRR, 2018)

Close to Human Quality TTS with Transformer. - Naihan Li; Shujie Liu 001; Yanqing Liu; Sheng Zhao; Ming Liu; Ming Zhou 001 (CoRR, 2018)

Neural Speech Synthesis with Transformer Network. - Naihan Li; Shujie Liu 001; Yanqing Liu; Sheng Zhao; Ming Liu (AAAI, 2019)

Unsupervised Neural Machine Translation with SMT as Posterior Regularization. - Shuo Ren; Zhirui Zhang; Shujie Liu 001; Ming Zhou 001; Shuai Ma 001 (AAAI, 2019)

Regularizing Neural Machine Translation by Target-Bidirectional Agreement. - Zhirui Zhang; Shuangzhi Wu; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Tong Xu 001 (AAAI, 2019)

Explicit Cross-lingual Pre-training for Unsupervised Machine Translation. - Shuo Ren; Yu Wu 012; Shujie Liu 001; Ming Zhou 001; Shuai Ma 001 (EMNLP/IJCNLP (1), 2019)

Unsupervised Context Rewriting for Open Domain Conversation. - Kun Zhou; Kai Zhang; Yu Wu 012; Shujie Liu 001; Jingsong Yu (EMNLP/IJCNLP (1), 2019)

Source Dependency-Aware Transformer with Supervised Self-Attention. - Chengyi Wang 002; Shuangzhi Wu; Shujie Liu 001 (CoRR, 2019)

Accelerating Transformer Decoding via a Hybrid of Self-attention and Recurrent Neural Network. - Chengyi Wang 002; Shuangzhi Wu; Shujie Liu 001 (CoRR, 2019)

RobuTrans: A Robust Transformer-Based Text-to-Speech Model. - Naihan Li; Yanqing Liu; Yu Wu 012; Shujie Liu 001; Sheng Zhao; Ming Liu (AAAI, 2020)

Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation. - Chengyi Wang 002; Yu Wu 012; Shujie Liu 001; Zhenglu Yang; Ming Zhou 001 (AAAI, 2020)

A Dataset for Low-Resource Stylized Sequence-to-Sequence Generation. - Yu Wu 012; Yunli Wang; Shujie Liu 001 (AAAI, 2020)

MuTual: A Dataset for Multi-Turn Dialogue Reasoning. - Leyang Cui; Yu Wu 012; Shujie Liu 001; Yue Zhang 004; Ming Zhou 001 (ACL, 2020)

A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction. - Shuo Ren; Shujie Liu 001; Ming Zhou 001; Shuai Ma 001 (ACL, 2020)

A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation. - Shuo Ren; Yu Wu 012; Shujie Liu 001; Ming Zhou 001; Shuai Ma 001 (ACL, 2020)

Curriculum Pre-training for End-to-End Speech Translation. - Chengyi Wang 002; Yu Wu 012; Shujie Liu 001; Ming Zhou 001; Zhenglu Yang (ACL, 2020)

Semantic Mask for Transformer Based End-to-End Speech Recognition. - Chengyi Wang 002; Yu Wu 012; Yujiao Du; Jinyu Li 001; Shujie Liu 001; Liang Lu 001; Shuo Ren; Guoli Ye; Sheng Zhao; Ming Zhou 001 (INTERSPEECH, 2020)

Low Latency End-to-End Streaming Speech Recognition with a Scout Network. - Chengyi Wang 002; Yu Wu 012; Liang Lu 001; Shujie Liu 001; Jinyu Li 001; Guoli Ye; Ming Zhou 001 (INTERSPEECH, 2020)

On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition. - Jinyu Li 001; Yu Wu 012; Yashesh Gaur; Chengyi Wang 002; Rui Zhao 017; Shujie Liu 001 (INTERSPEECH, 2020)

MoBoAligner: A Neural Alignment Model for Non-Autoregressive TTS with Monotonic Boundary Search. - Naihan Li; Shujie Liu 001; Yanqing Liu; Sheng Zhao; Ming Liu; Ming Zhou 001 (INTERSPEECH, 2020)

Continuous Speech Separation with Conformer. - Sanyuan Chen; Yu Wu 012; Zhuo Chen 006; Jinyu Li 001; Chengyi Wang 002; Shujie Liu 001; Ming Zhou 001 (CoRR, 2020)

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis. - Shuo Ren; Daya Guo; Shuai Lu; Long Zhou; Shujie Liu 001; Duyu Tang; Neel Sundaresan; Ming Zhou 001; Ambrosio Blanco; Shuai Ma 001 (CoRR, 2020)

Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer. - Sanyuan Chen; Yu Wu 012; Zhuo Chen 006; Takuya Yoshioka; Shujie Liu 001; Jinyu Li 001 (CoRR, 2020)

A Hierarchical Clustering Approach to Fuzzy Semantic Representation of Rare Words in Neural Machine Translation. - Muyun Yang; Shujie Liu 001; Kehai Chen; Hongyang Zhang; Enbo Zhao; Tiejun Zhao (IEEE Trans. Fuzzy Syst., 2020)

Joint Learning of Question Answering and Question Generation. - Yibo Sun; Duyu Tang; Nan Duan; Tao Qin 001; Shujie Liu 001; Zhao Yan; Ming Zhou 001; Yuanhua Lv; Wenpeng Yin 001; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (IEEE Trans. Knowl. Data Eng., 2020)

SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation. - Shuo Ren; Long Zhou; Shujie Liu 001; Furu Wei; Ming Zhou 001; Shuai Ma 001 (ACL/IJCNLP (1), 2021)

Grammar-Based Patches Generation for Automated Program Repair. - Yu Tang; Long Zhou; Ambrosio Blanco; Shujie Liu 001; Furu Wei; Ming Zhou 001; Muyun Yang (ACL/IJCNLP (Findings), 2021)

Jointly Learning to Repair Code and Generate Commit Message. - Jiaqi Bai; Long Zhou; Ambrosio Blanco; Shujie Liu 001; Furu Wei; Ming Zhou 001; Zhoujun Li 001 (EMNLP (1), 2021)

Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation. - Leyang Cui; Yu Wu 012; Shujie Liu 001; Yue Zhang 004 (EMNLP (1), 2021)

Don't Shoot Butterfly with Rifles: Multi-Channel Continuous Speech Separation with Early Exit Transformer. - Sanyuan Chen; Yu Wu 012; Zhuo Chen 006; Takuya Yoshioka; Shujie Liu 001; Jin-Yu Li 001; Xiangzhan Yu (ICASSP, 2021)

Developing Real-Time Streaming Transformer Transducer for Speech Recognition on Large-Scale Dataset. - Xie Chen 001; Yu Wu 012; Zhenghao Wang; Shujie Liu 001; Jinyu Li 001 (ICASSP, 2021)

Continuous Speech Separation with Conformer. - Sanyuan Chen; Yu Wu 012; Zhuo Chen 006; Jian Wu 027; Jinyu Li 001; Takuya Yoshioka; Chengyi Wang 002; Shujie Liu 001; Ming Zhou 001 (ICASSP, 2021)

Microsoft Speaker Diarization System for the Voxceleb Speaker Recognition Challenge 2020. - Xiong Xiao; Naoyuki Kanda; Zhuo Chen 006; Tianyan Zhou; Takuya Yoshioka; Sanyuan Chen; Yong Zhao 008; Gang Liu 001; Yu Wu 012; Jian Wu 027; Shujie Liu 001; Jinyu Li 001; et al. (ICASSP, 2021)

GraphCodeBERT: Pre-training Code Representations with Data Flow. - Daya Guo; Shuo Ren; Shuai Lu; Zhangyin Feng; Duyu Tang; Shujie Liu 001; Long Zhou; Nan Duan; Alexey Svyatkovskiy; Shengyu Fu; Michele Tufano; Shao Kun Deng; et al. (ICLR, 2021)

UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data. - Chengyi Wang 002; Yu Wu 012; Yao Qian; Ken'ichi Kumatani; Shujie Liu 001; Furu Wei; Michael Zeng 001; Xuedong Huang 001 (ICML, 2021)

Ultra Fast Speech Separation Model with Teacher Student Learning. - Sanyuan Chen; Yu Wu 012; Zhuo Chen 006; Jian Wu 027; Takuya Yoshioka; Shujie Liu 001; Jinyu Li 001; Xiangzhan Yu (Interspeech, 2021)

Improving Multilingual Transformer Transducer Models by Reducing Language Confusions. - Eric Sun; Jinyu Li 001; Zhong Meng; Yu Wu 012; Jian Xue; Shujie Liu 001; Yifan Gong 001 (Interspeech, 2021)

Investigation of Practical Aspects of Single Channel Speech Separation for ASR. - Jian Wu 027; Zhuo Chen 006; Sanyuan Chen; Yu Wu 012; Takuya Yoshioka; Naoyuki Kanda; Shujie Liu 001; Jinyu Li 001 (Interspeech, 2021)

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation. - Shuai Lu; Daya Guo; Shuo Ren; Junjie Huang 008; Alexey Svyatkovskiy; Ambrosio Blanco; Colin B. Clement; Dawn Drain; Daxin Jiang; Duyu Tang; Ge Li 001; Lidong Zhou; et al. (NeurIPS Datasets and Benchmarks, 2021)

SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing. - Junyi Ao; Rui Wang 073; Long Zhou; Shujie Liu 001; Shuo Ren; Yu Wu 012; Tom Ko; Qing Li 001; Yu Zhang 006; Zhihua Wei 001; Yao Qian; Jinyu Li 001; et al. (CoRR, 2021)

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. - Sanyuan Chen; Chengyi Wang 002; Zhengyang Chen; Yu Wu 012; Shujie Liu 001; Zhuo Chen 006; Jinyu Li 001; Naoyuki Kanda; Takuya Yoshioka; Xiong Xiao; Jian Wu 027; Long Zhou; et al. (CoRR, 2021)

Self-Supervised Learning for speech recognition with Intermediate layer supervision. - Chengyi Wang 002; Yu Wu 012; Sanyuan Chen; Shujie Liu 001; Jinyu Li 001; Yao Qian; Zhenglu Yang (CoRR, 2021)

SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing. - Junyi Ao; Rui Wang 073; Long Zhou; Chengyi Wang 002; Shuo Ren; Yu Wu 012; Shujie Liu 001; Tom Ko; Qing Li 001; Yu Zhang 006; Zhihua Wei 001; Yao Qian; et al. (ACL (1), 2022)

SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training. - Ziqiang Zhang; Long Zhou; Junyi Ao; Shujie Liu 001; Lirong Dai 001; Jinyu Li 001; Furu Wei (EMNLP, 2022)

Large-Scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification. - Zhengyang Chen; Sanyuan Chen; Yu Wu 012; Yao Qian; Chengyi Wang 002; Shujie Liu 001; Yanmin Qian; Michael Zeng 001 (ICASSP, 2022)

Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training. - Sanyuan Chen; Yu Wu 012; Chengyi Wang 002; Zhengyang Chen; Zhuo Chen 006; Shujie Liu 001; Jian Wu 027; Yao Qian; Furu Wei; Jinyu Li 001; Xiangzhan Yu (ICASSP, 2022)

Multi-View Self-Attention Based Transformer for Speaker Recognition. - Rui Wang 073; Junyi Ao; Long Zhou; Shujie Liu 001; Zhihua Wei 001; Tom Ko; Qing Li 001; Yu Zhang 006 (ICASSP, 2022)

Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction. - Heming Wang; Yao Qian; Xiaofei Wang 009; Yiming Wang; Chengyi Wang 002; Shujie Liu 001; Takuya Yoshioka; Jinyu Li 001; DeLiang Wang (ICASSP, 2022)

Optimizing Alignment of Speech and Language Latent Spaces for End-To-End Speech Recognition and Understanding. - Wei Wang 010; Shuo Ren; Yao Qian; Shujie Liu 001; Yu Shi 001; Yanmin Qian; Michael Zeng 001 (ICASSP, 2022)

Improving Self-Supervised Learning for Speech Recognition with Intermediate Layer Supervision. - Chengyi Wang 002; Yu Wu 012; Sanyuan Chen; Shujie Liu 001; Jinyu Li 001; Yao Qian; Zhenglu Yang (ICASSP, 2022)

A Configurable Multilingual Model is All You Need to Recognize All Languages. - Long Zhou; Jinyu Li 001; Eric Sun; Shujie Liu 001 (ICASSP, 2022)

Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data. - Junyi Ao; Ziqiang Zhang; Long Zhou; Shujie Liu 001; Haizhou Li 001; Tom Ko; Lirong Dai 001; Jinyu Li 001; Yao Qian; Furu Wei (INTERSPEECH, 2022)

Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? - Sanyuan Chen; Yu Wu 012; Chengyi Wang 002; Shujie Liu 001; Zhuo Chen 006; Peidong Wang; Gang Liu 001; Jinyu Li 001; Jian Wu 027; Xiangzhan Yu; Furu Wei (INTERSPEECH, 2022)

Speech Pre-training with Acoustic Piece. - Shuo Ren; Shujie Liu 001; Yu Wu 012; Long Zhou; Furu Wei (INTERSPEECH, 2022)

Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training. - Chengyi Wang 002; Yiming Wang; Yu Wu 012; Sanyuan Chen; Jinyu Li 001; Shujie Liu 001; Furu Wei (INTERSPEECH, 2022)

Separating Long-Form Speech with Group-wise Permutation Invariant Training. - Wangyou Zhang; Zhuo Chen 006; Naoyuki Kanda; Shujie Liu 001; Jinyu Li 001; Sefik Emre Eskimez; Takuya Yoshioka; Xiong Xiao; Zhong Meng; Yanmin Qian; Furu Wei (INTERSPEECH, 2022)

Two-Stream Network for Sign Language Recognition and Translation. - Yutong Chen; Ronglai Zuo; Fangyun Wei; Yu Wu 012; Shujie Liu 001; Brian Mak (NeurIPS, 2022)

Exploring WavLM on Speech Enhancement. - Hyungchan Song; Sanyuan Chen; Zhuo Chen 006; Yu Wu 012; Takuya Yoshioka; Min Tang; Jong Won Shin; Shujie Liu 001 (SLT, 2022)

The YiTrans End-to-End Speech Translation System for IWSLT 2022 Offline Shared Task. - Ziqiang Zhang; Junyi Ao; Long Zhou; Shujie Liu 001; Furu Wei; Jinyu Li 001 (CoRR, 2022)

LAMASSU: Streaming Language-Agnostic Multilingual Speech Recognition and Translation Using Neural Transducers. - Peidong Wang; Eric Sun; Jian Xue; Yu Wu 012; Long Zhou; Yashesh Gaur; Shujie Liu 001; Jinyu Li 001 (CoRR, 2022)

BEATs: Audio Pre-Training with Acoustic Tokenizers. - Sanyuan Chen; Yu Wu 012; Chengyi Wang 002; Shujie Liu 001; Daniel Tompkins; Zhuo Chen 006; Furu Wei (CoRR, 2022)

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. - Sanyuan Chen; Chengyi Wang 002; Zhengyang Chen; Yu Wu 012; Shujie Liu 001; Zhuo Chen 006; Jinyu Li 001; Naoyuki Kanda; Takuya Yoshioka; Xiong Xiao; Jian Wu 027; Long Zhou; et al. (IEEE J. Sel. Top. Signal Process., 2022)

Prompting Large Language Models for Zero-Shot Domain Adaptation in Speech Recognition. - Yuang Li; Yu Wu 012; Jinyu Li 001; Shujie Liu 001 (ASRU, 2023)

Building High-Accuracy Multilingual ASR With Gated Language Experts and Curriculum Training. - Eric Sun; Jinyu Li 001; Yuxuan Hu 003; Yimeng Zhu; Long Zhou; Jian Xue; Peidong Wang; Linquan Liu; Shujie Liu 001; Edward Lin; Yifan Gong 001 (ASRU, 2023)

On Decoder-Only Architecture For Speech-to-Text and Large Language Model Integration. - Jian Wu 027; Yashesh Gaur; Zhuo Chen 006; Long Zhou; Yimeng Zhu; Tianrui Wang; Jinyu Li 001; Shujie Liu 001; Bo Ren; Linquan Liu; Yu Wu 012 (ASRU, 2023)

Prosody-Aware Speecht5 for Expressive Neural TTS. - Yan Deng; Long Zhou; Yuanhao Yi; Shujie Liu 001; Lei He 005 (ICASSP, 2023)

LongFNT: Long-Form Speech Recognition with Factorized Neural Transducer. - Xun Gong 005; Yu Wu 012; Jinyu Li 001; Shujie Liu 001; Rui Zhao 017; Xie Chen 001; Yanmin Qian (ICASSP, 2023)

Target Sound Extraction with Variable Cross-Modality Clues. - Chenda Li; Yao Qian; Zhuo Chen 006; Dongmei Wang; Takuya Yoshioka; Shujie Liu 001; Yanmin Qian; Michael Zeng 001 (ICASSP, 2023)

DATA2VEC-SG: Improving Self-Supervised Learning Representations for Speech Generation Tasks. - Heming Wang; Yao Qian; Hemin Yang; Naoyuki Kanda; Peidong Wang; Takuya Yoshioka; Xiaofei Wang 009; Yiming Wang; Shujie Liu 001; Zhuo Chen 006; DeLiang Wang; Michael Zeng 001 (ICASSP, 2023)

Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation. - Kun Wei; Long Zhou; Ziqiang Zhang; Liping Chen; Shujie Liu 001; Lei He 005; Jinyu Li 001; Furu Wei (ICASSP, 2023)

Code-Switching Text Generation and Injection in Mandarin-English ASR. - Haibin Yu; Yuxuan Hu 003; Yao Qian; Ma Jin; Linquan Liu; Shujie Liu 001; Yu Shi 001; Yanmin Qian; Edward Lin; Michael Zeng 001 (ICASSP, 2023)

Robust Data2VEC: Noise-Robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning. - Qiu-Shi Zhu; Long Zhou; Jie Zhang 042; Shujie Liu 001; Yu-Chen Hu; Li-Rong Dai 001 (ICASSP, 2023)

BEATs: Audio Pre-Training with Acoustic Tokenizers. - Sanyuan Chen; Yu Wu 012; Chengyi Wang 002; Shujie Liu 001; Daniel Tompkins; Zhuo Chen 006; Wanxiang Che; Xiangzhan Yu; Furu Wei (ICML, 2023)

GRAVO: Learning to Generate Relevant Audio from Visual Features with Noisy Online Videos. - Youngdo Ahn; Chengyi Wang 002; Yu Wu 012; Jong Won Shin; Shujie Liu 001 (INTERSPEECH, 2023)

Accelerating Transducers through Adjacent Token Merging. - Yuang Li; Yu Wu 012; Jinyu Li 001; Shujie Liu 001 (INTERSPEECH, 2023)

LAMASSU: A Streaming Language-Agnostic Multilingual Speech Recognition and Translation Model Using Neural Transducers. - Peidong Wang; Eric Sun; Jian Xue; Yu Wu 012; Long Zhou; Yashesh Gaur; Shujie Liu 001; Jinyu Li 001 (INTERSPEECH, 2023)

ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation. - Chenyang Le; Yao Qian; Long Zhou; Shujie Liu 001; Yanmin Qian; Michael Zeng 001; Xuedong Huang 001 (NeurIPS, 2023)

Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers. - Chengyi Wang 002; Sanyuan Chen; Yu Wu 012; Ziqiang Zhang; Long Zhou; Shujie Liu 001; Zhuo Chen 006; Yanqing Liu; Huaming Wang; Jinyu Li 001; Lei He 005; Sheng Zhao; et al. (CoRR, 2023)

Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling. - Ziqiang Zhang; Long Zhou; Chengyi Wang 002; Sanyuan Chen; Yu Wu 012; Shujie Liu 001; Zhuo Chen 006; Yanqing Liu; Huaming Wang; Jinyu Li 001; Lei He 005; Sheng Zhao; et al. (CoRR, 2023)

ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation. - Chenyang Le; Yao Qian; Long Zhou; Shujie Liu 001; Michael Zeng 001; Xuedong Huang 001 (CoRR, 2023)

VioLA: Unified Codec Language Models for Speech Recognition, Synthesis, and Translation. - Tianrui Wang; Long Zhou; Ziqiang Zhang; Yu Wu 012; Shujie Liu 001; Yashesh Gaur; Zhuo Chen 006; Jinyu Li 001; Furu Wei (CoRR, 2023)

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer. - Xiaofei Wang 009; Manthan Thakker; Zhuo Chen 006; Naoyuki Kanda; Sefik Emre Eskimez; Sanyuan Chen; Min Tang; Shujie Liu 001; Jinyu Li 001; Takuya Yoshioka (CoRR, 2023)

WavMark: Watermarking for Audio Generation. - Guangyu Chen; Yu Wu 012; Shujie Liu 001; Tao Liu 001; Xiaoyong Du 001; Furu Wei (CoRR, 2023)

Diffusion Conditional Expectation Model for Efficient and Robust Target Speech Extraction. - Leying Zhang; Yao Qian; Linfeng Yu; Heming Wang; Xinkai Wang 003; Hemin Yang; Long Zhou; Shujie Liu 001; Yanmin Qian; Michael Zeng 001 (CoRR, 2023)

COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning. - Jing Pan; Jian Wu 027; Yashesh Gaur; Sunit Sivasankaran; Zhuo Chen 006; Shujie Liu 001; Jinyu Li 001 (CoRR, 2023)

WavLLM: Towards Robust and Adaptive Speech Large Language Model. - Shujie Hu; Long Zhou; Shujie Liu 001; Sanyuan Chen; Lingwei Meng; Hongkun Hao; Jing Pan; Xunying Liu; Jinyu Li 001; Sunit Sivasankaran; Linquan Liu; Furu Wei (EMNLP (Findings), 2024)

COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning. - Jing Pan; Jian Wu; Yashesh Gaur; Sunit Sivasankaran; Zhuo Chen 006; Shujie Liu 001; Jinyu Li 001 (INTERSPEECH, 2024)

TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation. - Chenyang Le; Yao Qian; Dongmei Wang; Long Zhou; Shujie Liu 001; Xiaofei Wang 009; Midia Yousefi; Yanmin Qian; Jinyu Li 001; Sheng Zhao; Michael Zeng 001 (NeurIPS, 2024)

CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations. - Leying Zhang; Yao Qian; Long Zhou; Shujie Liu 001; Dongmei Wang; Xiaofei Wang 009; Midia Yousefi; Yanmin Qian; Jinyu Li 001; Lei He 005; Sheng Zhao; Michael Zeng 001 (NeurIPS, 2024)

Investigating Neural Audio Codecs For Speech Language Model-Based Speech Generation. - Jiaqi Li; Dongmei Wang; Xiaofei Wang 009; Yao Qian; Long Zhou; Shujie Liu 001; Midia Yousefi; Canrun Li; Chung-Hsien Tsai; Zhen Xiao; Yanqing Liu; Jun-Kun Chen; et al. (SLT, 2024)

NDVQ: Robust Neural Audio Codec With Normal Distribution-Based Vector Quantization. - Zhikang Niu; Sanyuan Chen; Long Zhou; Ziyang Ma 001; Xie Chen 001; Shujie Liu 001 (SLT, 2024)

DDTSE: Discriminative Diffusion Model for Target Speech Extraction. - Leying Zhang; Yao Qian; Linfeng Yu; Heming Wang; Hemin Yang; Shujie Liu 001; Long Zhou; Yanmin Qian (SLT, 2024)

WavLLM: Towards Robust and Adaptive Speech Large Language Model. - Shujie Hu; Long Zhou; Shujie Liu 001; Sanyuan Chen; Hongkun Hao; Jing Pan; Xunying Liu; Jinyu Li 001; Sunit Sivasankaran; Linquan Liu; Furu Wei (CoRR, 2024)

RALL-E: Robust Codec Language Modeling with Chain-of-Thought Prompting for Text-to-Speech Synthesis. - Detai Xin; Xu Tan 003; Kai Shen; Zeqian Ju; Dongchao Yang; Yuancheng Wang; Shinnosuke Takamichi; Hiroshi Saruwatari; Shujie Liu 001; Jinyu Li 001; Sheng Zhao (CoRR, 2024)

VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers. - Sanyuan Chen; Shujie Liu 001; Long Zhou; Yanqing Liu; Xu Tan 003; Jinyu Li 001; Sheng Zhao; Yao Qian; Furu Wei (CoRR, 2024)

VALL-E R: Robust and Efficient Zero-Shot Text-to-Speech Synthesis via Monotonic Alignment. - Bing Han 008; Long Zhou; Shujie Liu 001; Sanyuan Chen; Lingwei Meng; Yanming Qian; Yanqing Liu; Sheng Zhao; Jinyu Li 001; Furu Wei (CoRR, 2024)

WavChat: A Survey of Spoken Dialogue Models. - Shengpeng Ji; Yifu Chen; Minghui Fang 002; Jialong Zuo; Jingyu Lu; Hanting Wang; Ziyue Jiang 001; Long Zhou; Shujie Liu 001; Xize Cheng; Xiaoda Yang; Zehan Wang 001; et al. (CoRR, 2024)

Continuous Speech Tokens Makes LLMs Robust Multi-Modality Learners. - Ze Yuan; Yanqing Liu; Shujie Liu 001; Sheng Zhao (CoRR, 2024)

Advanced Long-Content Speech Recognition With Factorized Neural Transducer. - Xun Gong 005; Yu Wu 012; Jinyu Li 001; Shujie Liu 001; Rui Zhao 017; Xie Chen 001; Yanmin Qian (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer. - Xiaofei Wang 007; Manthan Thakker; Zhuo Chen 006; Naoyuki Kanda; Sefik Emre Eskimez; Sanyuan Chen; Min Tang; Shujie Liu 001; Jinyu Li 001; Takuya Yoshioka (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

VioLA: Conditional Language Models for Speech Recognition, Synthesis, and Translation. - Tianrui Wang; Long Zhou; Ziqiang Zhang; Yu Wu 012; Shujie Liu 001; Yashesh Gaur; Zhuo Chen 006; Jinyu Li 001; Furu Wei (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data. - Ziqiang Zhang; Sanyuan Chen; Long Zhou; Yu Wu 012; Shuo Ren; Shujie Liu 001; Zhuoyuan Yao; Xun Gong 005; Li-Rong Dai 001; Jinyu Li 001; Furu Wei (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning. - Qiushi Zhu; Long Zhou; Ziqiang Zhang; Shujie Liu 001; Binxing Jiao; Jie Zhang 042; Li-Rong Dai 001; Daxin Jiang; Jinyu Li 001; Furu Wei (IEEE Trans. Multim., 2024)

SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training. - Wenxi Chen; Ziyang Ma 001; Ruiqi Yan; Yuzhe Liang; Xiquan Li; Ruiyang Xu; Zhikang Niu; Yanqiao Zhu 003; Yifan Yang 005; Zhanxun Liu; Kai Yu 004; Yuxuan Hu 003; et al. (ACL (Findings), 2025)

Autoregressive Speech Synthesis without Vector Quantization. - Lingwei Meng; Long Zhou; Shujie Liu 001; Sanyuan Chen; Bing Han 008; Shujie Hu; Yanqing Liu; Jinyu Li 001; Sheng Zhao; Xixin Wu; Helen M. Meng; Furu Wei (ACL (1), 2025)

V2SFlow: Video-to-Speech Generation with Speech Decomposition and Rectified Flow. - Jeongsoo Choi; Ji-Hoon Kim; Jinyu Li 001; Joon Son Chung; Shujie Liu 001 (ICASSP, 2025)

Boosting Large Language Model for Speech Synthesis: An Empirical Study. - Hongkun Hao; Long Zhou; Shujie Liu 001; Jinyu Li 001; Shujie Hu; Rui Wang 073; Furu Wei (ICASSP, 2025)

ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation. - Zongyi Li; Shujie Hu; Shujie Liu 001; Long Zhou; Jeongsoo Choi; Lingwei Meng; Xun Guo; Jinyu Li 001; Hefei Ling; Furu Wei (ICLR, 2025)

Recent Advances in Discrete Speech Tokens: A Review. - Yiwei Guo; Zhihan Li; Hankun Wang; Bohan Li 003; Chongtian Shao; Hanglei Zhang; Chenpeng Du; Xie Chen 001; Shujie Liu 001; Kai Yu 004 (CoRR, 2025)

FELLE: Autoregressive Speech Synthesis with Token-Wise Coarse-to-Fine Flow Matching. - Hui Wang 075; Shujie Liu 001; Lingwei Meng; Jinyu Li 001; Yifan Yang 005; Shiwan Zhao; Haiyang Sun 004; Yanqing Liu; Haoqin Sun; Jiaming Zhou; Yan Lu; Yong Qin (CoRR, 2025)

Pseudo-Autoregressive Neural Codec Language Models for Efficient Zero-Shot Text-to-Speech Synthesis. - Yifan Yang 005; Shujie Liu 001; Jinyu Li 001; Yuxuan Hu 003; Haibin Wu; Hui Wang 075; Jianwei Yu 001; Lingwei Meng; Haiyang Sun 004; Yanqing Liu; Yan Lu; Kai Yu 004; et al. (CoRR, 2025)

Zero-Shot Streaming Text to Speech Synthesis with Transducer and Auto-Regressive Modeling. - Haiyang Sun 004; Shujie Hu; Shujie Liu 001; Lingwei Meng; Hui Wang 075; Bing Han 008; Yifan Yang 005; Yanqing Liu; Sheng Zhao; Yan Lu; Yanmin Qian (CoRR, 2025)

MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning. - Peng Xia; Jinglu Wang; Yibo Peng; Kaide Zeng; Xian Wu; Xiangru Tang; Hongtu Zhu; Yun Li; Shujie Liu 001; Yan Lu; Huaxiu Yao (CoRR, 2025)

StreamMel: Real-Time Zero-shot Text-to-Speech via Interleaved Continuous Autoregressive Modeling. - Hui Wang 075; Yifan Yang 005; Shujie Liu 001; Jinyu Li 001; Lingwei Meng; Yanqing Liu; Jiaming Zhou; Haoqin Sun; Yan Lu; Yong Qin (CoRR, 2025)

STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models. - Cheng-Han Chiang; Xiaofei Wang; Linjie Li; Chung-Ching Lin; Kevin Lin; Shujie Liu 001; Zhendong Wang; Zhengyuan Yang; Hung-yi Lee; Lijuan Wang (CoRR, 2025)

Next Tokens Denoising for Speech Synthesis. - Yanqing Liu; Ruiqing Xue; Chong Zhang; Yufei Liu; Gang Wang 001; Bohan Li 003; Yao Qian; Lei He 005; Shujie Liu 001; Sheng Zhao (CoRR, 2025)