Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Shujie Liu

Self-Supervised Learning for speech recognition with Intermediate layer supervision


Dec 16, 2021
Chengyi Wang, Yu Wu, Sanyuan Chen, Shujie Liu, Jinyu Li, Yao Qian, Zhenglu Yang

* Submitted to ICASSP 2022 

  Access Paper or Ask Questions

Separating Long-Form Speech with Group-Wise Permutation Invariant Training


Nov 17, 2021
Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei

* 5 pages, 3 figures, 3 tables, submitted to IEEE ICASSP 2022 

  Access Paper or Ask Questions

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing


Oct 29, 2021
Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Furu Wei


  Access Paper or Ask Questions

Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction


Oct 28, 2021
Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang

* 5 pages, 1 figure, submitted to ICASSP 2022 

  Access Paper or Ask Questions

Optimizing Alignment of Speech and Language Latent Spaces for End-to-End Speech Recognition and Understanding


Oct 23, 2021
Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng

* submitted to ICASSP 2022 

  Access Paper or Ask Questions

SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing


Oct 14, 2021
Junyi Ao, Rui Wang, Long Zhou, Shujie Liu, Shuo Ren, Yu Wu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei

* work in process 

  Access Paper or Ask Questions

Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification


Oct 12, 2021
Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng

* submitted to ICASSP 2022 

  Access Paper or Ask Questions

UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training


Oct 12, 2021
Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu

* ICASSP 2022 Submission 

  Access Paper or Ask Questions

Multi-View Self-Attention Based Transformer for Speaker Recognition


Oct 11, 2021
Rui Wang, Junyi Ao, Long Zhou, Shujie Liu, Zhihua Wei, Tom Ko, Qing Li, Yu Zhang

* Submitted to the ICASSP 2022 

  Access Paper or Ask Questions

Jointly Learning to Repair Code and Generate Commit Message


Sep 25, 2021
Jiaqi Bai, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Zhoujun Li

* Accepted to the 2021 Conference on Empirical Methods in Natural Language Processing 

  Access Paper or Ask Questions

Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation


Sep 12, 2021
Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang

* EMNLP 2021 

  Access Paper or Ask Questions

A Configurable Multilingual Model is All You Need to Recognize All Languages


Jul 13, 2021
Long Zhou, Jinyu Li, Eric Sun, Shujie Liu


  Access Paper or Ask Questions

UniSpeech at scale: An Empirical Study of Pre-training Method on Large-Scale Speech Recognition Dataset


Jul 12, 2021
Chengyi Wang, Yu Wu, Shujie Liu, Jinyu Li, Yao Qian, Kenichi Kumatani, Furu Wei


  Access Paper or Ask Questions

Investigation of Practical Aspects of Single Channel Speech Separation for ASR


Jul 05, 2021
Jian Wu, Zhuo Chen, Sanyuan Chen, Yu Wu, Takuya Yoshioka, Naoyuki Kanda, Shujie Liu, Jinyu Li

* Accepted by Interspeech 2021 

  Access Paper or Ask Questions

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation


Feb 09, 2021
Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin Clement, Dawn Drain, Daxin Jiang, Duyu Tang, Ge Li, Lidong Zhou, Linjun Shou, Long Zhou, Michele Tufano, Ming Gong, Ming Zhou, Nan Duan, Neel Sundaresan, Shao Kun Deng, Shengyu Fu, Shujie Liu


  Access Paper or Ask Questions

UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data


Jan 19, 2021
Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang


  Access Paper or Ask Questions

Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer


Oct 23, 2020
Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jinyu Li


  Access Paper or Ask Questions

Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset


Oct 22, 2020
Xie Chen, Yu Wu, Zhenghao Wang, Shujie Liu, Jinyu Li

* 5 pages 

  Access Paper or Ask Questions

GraphCodeBERT: Pre-training Code Representations with Data Flow


Sep 29, 2020
Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou


  Access Paper or Ask Questions

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis


Sep 27, 2020
Shuo Ren, Daya Guo, Shuai Lu, Long Zhou, Shujie Liu, Duyu Tang, Neel Sundaresan, Ming Zhou, Ambrosio Blanco, Shuai Ma

* 8 pages, 6 figures 

  Access Paper or Ask Questions

Continuous Speech Separation with Conformer


Aug 13, 2020
Sanyuan Chen, Yu Wu, Zhuo Chen, Jinyu Li, Chengyi Wang, Shujie Liu, Ming Zhou


  Access Paper or Ask Questions

On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition


May 28, 2020
Jinyu Li, Yu Wu, Yashesh Gaur, Chengyi Wang, Rui Zhao, Shujie Liu

* submitted to Interspeech 2020 

  Access Paper or Ask Questions

Curriculum Pre-training for End-to-End Speech Translation


Apr 21, 2020
Chengyi Wang, Yu Wu, Shujie Liu, Ming Zhou, Zhenglu Yang

* accepted by ACL2020 

  Access Paper or Ask Questions

MuTual: A Dataset for Multi-Turn Dialogue Reasoning


Apr 09, 2020
Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang, Ming Zhou

* ACL 2020 

  Access Paper or Ask Questions

Semantic Mask for Transformer based End-to-End Speech Recognition


Dec 06, 2019
Chengyi Wang, Yu Wu, Yujiao Du, Jinyu Li, Shujie Liu, Liang Lu, Shuo Ren, Guoli Ye, Sheng Zhao, Ming Zhou


  Access Paper or Ask Questions

Unsupervised Context Rewriting for Open Domain Conversation


Oct 30, 2019
Kun Zhou, Kai Zhang, Yu Wu, Shujie Liu, Jingsong Yu


  Access Paper or Ask Questions

Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation


Sep 19, 2019
Chengyi Wang, Yu Wu, Shujie Liu, Zhenglu Yang, Ming Zhou


  Access Paper or Ask Questions