Jinchuan Tian

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 32

Top Topics

Weakly Supervised

Speech Recognition

Top Venues

IEEE Signal Process. Lett.

Publications

William Chen, Wangyou Zhang, Yifan Peng, Xinjian Li, Jinchuan Tian, Jiatong Shi, Xuankai Chang, Soumi Maiti, Karen Livescu, Shinji Watanabe
Towards Robust Speech Representation Learning for Thousands of Languages. CoRR (2024)
Rongjie Huang, Chunlei Zhang, Yongqi Wang, Dongchao Yang, Jinchuan Tian, Zhenhui Ye, Luping Liu, Zehan Wang, Ziyue Jiang, Xuankai Chang, Jiatong Shi, Chao Weng, Zhou Zhao, Dong Yu
Make-A-Voice: Revisiting Voice Large Language Models as Scalable Multilingual and Multitask Learners. ACL (1) (2024)
Jinchuan Tian, Yifan Peng, William Chen, Kwanghee Choi, Karen Livescu, Shinji Watanabe
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models. CoRR (2024)
Yifan Peng, Jinchuan Tian, William Chen, Siddhant Arora, Brian Yan, Yui Sudo, Muhammad Shakeel, Kwanghee Choi, Jiatong Shi, Xuankai Chang, Jee-weon Jung, Shinji Watanabe
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer. CoRR (2024)
Jianwei Yu, Hangting Chen, Yanyao Bian, Xiang Li, Yi Luo, Jinchuan Tian, Mengyang Liu, Jiayi Jiang, Shuai Wang
AutoPrep: An Automatic Preprocessing Framework for In-The-Wild Speech Data. ICASSP (2024)
Jiatong Shi, Shih-Heng Wang, William Chen, Martijn Bartelds, Vanya Bannihatti Kumar, Jinchuan Tian, Xuankai Chang, Dan Jurafsky, Karen Livescu, Hung-yi Lee, Shinji Watanabe
ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets. CoRR (2024)
Xuankai Chang, Jiatong Shi, Jinchuan Tian, Yuning Wu, Yuxun Tang, Yihan Wu, Shinji Watanabe, Yossi Adi, Xie Chen, Qin Jin
The Interspeech 2024 Challenge on Speech Processing Using Discrete Units. CoRR (2024)
Xuankai Chang, Brian Yan, Kwanghee Choi, Jee-Weon Jung, Yichen Lu, Soumi Maiti, Roshan S. Sharma, Jiatong Shi, Jinchuan Tian, Shinji Watanabe, Yuya Fujita, Takashi Maekaku, Pengcheng Guo, Yao-Fei Cheng, Pavel Denisov, Kohei Saijo, Hsiu-Hsuan Wang
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study. ICASSP (2024)
Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan S. Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-weon Jung, Soumi Maiti, Shinji Watanabe
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data. CoRR (2023)
Jinchuan Tian, Jianwei Yu, Hangting Chen, Brian Yan, Chao Weng, Dong Yu, Shinji Watanabe
Bayes Risk Transducer: Transducer with Controllable Alignment Prediction. INTERSPEECH (2023)
Xuankai Chang, Brian Yan, Kwanghee Choi, Jee-Weon Jung, Yichen Lu, Soumi Maiti, Roshan S. Sharma, Jiatong Shi, Jinchuan Tian, Shinji Watanabe, Yuya Fujita, Takashi Maekaku, Pengcheng Guo, Yao-Fei Cheng, Pavel Denisov, Kohei Saijo, Hsiu-Hsuan Wang
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study. CoRR (2023)
Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu
Integrating Lattice-Free MMI Into End-to-End Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Dongchao Yang, Jinchuan Tian, Xu Tan, Rongjie Huang, Songxiang Liu, Xuankai Chang, Jiatong Shi, Sheng Zhao, Jiang Bian, Xixin Wu, Zhou Zhao, Shinji Watanabe, Helen Meng
UniAudio: An Audio Foundation Model Toward Universal Audio Generation. CoRR (2023)
Dongchao Yang, Songxiang Liu, Rongjie Huang, Jinchuan Tian, Chao Weng, Yuexian Zou
HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec. CoRR (2023)
Jianwei Yu, Hangting Chen, Yanyao Bian, Xiang Li, Yi Luo, Jinchuan Tian, Mengyang Liu, Jiayi Jiang, Shuai Wang
AutoPrep: An Automatic Preprocessing Framework for In-the-Wild Speech Data. CoRR (2023)
Jinchuan Tian, Brian Yan, Jianwei Yu, Chao Weng, Dong Yu, Shinji Watanabe
Bayes Risk CTC: Controllable CTC Alignment in Sequence-to-Sequence Tasks. ICLR (2023)
Jinchuan Tian, Jianwei Yu, Hangting Chen, Brian Yan, Chao Weng, Dong Yu, Shinji Watanabe
Bayes Risk Transducer: Transducer with Controllable Alignment Prediction. CoRR (2023)
Yichao Du, Zhengsheng Guo, Jinchuan Tian, Zhirui Zhang, Xing Wang, Jianwei Yu, Zhaopeng Tu, Tong Xu, Enhong Chen
The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks. IWSLT@ACL (2023)
Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan S. Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-Weon Jung, Soumi Maiti, Shinji Watanabe
Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data. ASRU (2023)
Jinchuan Tian, Jianwei Yu, Chunlei Zhang, Chao Weng, Yuexian Zou, Dong Yu
LAE: Language-Aware Encoder for Monolingual and Multilingual ASR. CoRR (2022)
Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction. INTERSPEECH (2022)
Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction. CoRR (2022)
Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu
Integrate Lattice-Free MMI into End-to-End Speech Recognition. CoRR (2022)
Jinchuan Tian, Brian Yan, Jianwei Yu, Chao Weng, Dong Yu, Shinji Watanabe
Bayes risk CTC: Controllable CTC alignment in Sequence-to-Sequence tasks. CoRR (2022)
Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu
Improving Mandarin End-to-End Speech Recognition With Word N-Gram Language Model. IEEE Signal Process. Lett. 29 (2022)
Jinchuan Tian, Jianwei Yu, Chao Weng, Shi-Xiong Zhang, Dan Su, Dong Yu, Yuexian Zou
Consistent Training and Decoding for End-to-End Speech Recognition Using Lattice-Free MMI. ICASSP (2022)
Jinchuan Tian, Jianwei Yu, Chunlei Zhang, Yuexian Zou, Dong Yu
LAE: Language-Aware Encoder for Monolingual and Multilingual ASR. INTERSPEECH (2022)
Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu
Improving Mandarin End-to-End Speech Recognition with Word N-gram Language Model. CoRR (2022)
Jinchuan Tian, Rongzhi Gu, Helin Wang, Yuexian Zou
Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency. CoRR (2021)
Jinchuan Tian, Jianwei Yu, Chao Weng, Shi-Xiong Zhang, Dan Su, Dong Yu, Yuexian Zou
Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI. CoRR (2021)
Yiheng Huang, Jinchuan Tian, Lei Han, Guangsen Wang, Xingcheng Song, Dan Su, Dong Yu
A Random Gossip BMUF Process for Neural Language Modeling. ICASSP (2020)
Yiheng Huang, Jinchuan Tian, Lei Han, Guangsen Wang, Xingcheng Song, Dan Su, Dong Yu
A Random Gossip BMUF Process for Neural Language Modeling. CoRR (2019)