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)

Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency. - Jinchuan Tian; Rongzhi Gu; Helin Wang; Yuexian Zou (CoRR, 2021)

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)

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

Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction. - Zifeng Zhao; Rongzhi Gu; Dongchao Yang; Jinchuan Tian; Yuexian Zou (INTERSPEECH, 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)

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)

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)

Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data. - Yifan Peng 003; Jinchuan Tian; Brian Yan; Dan Berrebbi; Xuankai Chang; Xinjian Li; Jiatong Shi; Siddhant Arora; William Chen; Roshan S. Sharma; Wangyou Zhang; Yui Sudo; et al. (ASRU, 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)

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)

The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks. - Yichao Du; Zhengsheng Guo; Jinchuan Tian; Zhirui Zhang; Xing Wang; Jianwei Yu; Zhaopeng Tu; Tong Xu 001; Enhong Chen (IWSLT@ACL, 2023)

HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec. - Dongchao Yang; Songxiang Liu; Rongjie Huang 001; Jinchuan Tian; Chao Weng; Yuexian Zou (CoRR, 2023)

UniAudio: An Audio Foundation Model Toward Universal Audio Generation. - Dongchao Yang; Jinchuan Tian; Xu Tan 003; Rongjie Huang 001; Songxiang Liu; Xuankai Chang; Jiatong Shi; Sheng Zhao; Jiang Bian 002; Xixin Wu; Zhou Zhao 001; Shinji Watanabe 001; et al. (CoRR, 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)

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)

Towards Robust Speech Representation Learning for Thousands of Languages. - William Chen; Wangyou Zhang; Yifan Peng 003; Xinjian Li; Jinchuan Tian; Jiatong Shi; Xuankai Chang; Soumi Maiti; Karen Livescu; Shinji Watanabe 001 (EMNLP, 2024)

Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study. - Xuankai Chang; Brian Yan; Kwanghee Choi; Jee-Weon Jung; Yichen Lu; Soumi Maiti; Roshan S. Sharma; Jiatong Shi; Jinchuan Tian; Shinji Watanabe 001; Yuya Fujita; Takashi Maekaku; et al. (ICASSP, 2024)

AutoPrep: An Automatic Preprocessing Framework for In-The-Wild Speech Data. - Jianwei Yu 001; Hangting Chen; Yanyao Bian; Xiang Li; Yi Luo 004; Jinchuan Tian; Mengyang Liu; Jiayi Jiang; Shuai Wang 016 (ICASSP, 2024)

UniAudio: Towards Universal Audio Generation with Large Language Models. - Dongchao Yang; Jinchuan Tian; Xu Tan 003; Rongjie Huang 001; Songxiang Liu; Haohan Guo; Xuankai Chang; Jiatong Shi; Sheng Zhao; Jiang Bian 002; Zhou Zhao 001; Xixin Wu; et al. (ICML, 2024)

The Interspeech 2024 Challenge on Speech Processing Using Discrete Units. - Xuankai Chang; Jiatong Shi; Jinchuan Tian; Yuning Wu 001; Yuxun Tang; Yihan Wu; Shinji Watanabe 001; Yossi Adi; Xie Chen 001; Qin Jin (INTERSPEECH, 2024)

OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer. - Yifan Peng 003; Jinchuan Tian; William Chen; Siddhant Arora; Brian Yan; Yui Sudo; Muhammad Shakeel 001; Kwanghee Choi; Jiatong Shi; Xuankai Chang; Jee-weon Jung; Shinji Watanabe 001 (INTERSPEECH, 2024)

ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets. - 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 001 (INTERSPEECH, 2024)

On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models. - Jinchuan Tian; Yifan Peng 003; William Chen; Kwanghee Choi; Karen Livescu; Shinji Watanabe 001 (INTERSPEECH, 2024)

ESPnet-Codec: Comprehensive Training and Evaluation of Neural Codecs For Audio, Music, and Speech. - Jiatong Shi; Jinchuan Tian; Yihan Wu; Jee-Weon Jung; Jia Qi Yip; Yoshiki Masuyama; William Chen; Yuning Wu 001; Yuxun Tang; Massa Baali; Dareen Alharthi; Dong Zhang; et al. (SLT, 2024)

Text-To-Speech Synthesis In The Wild. - Jee-weon Jung; Wangyou Zhang; Soumi Maiti; Yihan Wu; Xin Wang 037; Ji-Hoon Kim; Yuta Matsunaga; Seyun Um; Jinchuan Tian; Hye-jin Shim; Nicholas W. D. Evans; Joon Son Chung; et al. (CoRR, 2024)

SpoofCeleb: Speech Deepfake Detection and SASV In The Wild. - Jee-weon Jung; Yihan Wu; Xin Wang 037; Ji-Hoon Kim; Soumi Maiti; Yuta Matsunaga; Hye-jin Shim; Jinchuan Tian; Nicholas W. D. Evans; Joon Son Chung; Wangyou Zhang; Seyun Um; et al. (CoRR, 2024)

VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music. - Jiatong Shi; Hye-jin Shim; Jinchuan Tian; Siddhant Arora; Haibin Wu; Darius Petermann; Jia Qi Yip; You Zhang; Yuxun Tang; Wangyou Zhang; Dareen Alharthi; Yichen Huang; et al. (CoRR, 2024)

SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models. - Zhen Wan; Chao-Han Huck Yang; Yahan Yu; Jinchuan Tian; Sheng Li 010; Ke Hu; Zhehuai Chen; Shinji Watanabe 001; Fei Cheng 002; Chenhui Chu; Sadao Kurohashi (ACL (1), 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)

OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models. - William Chen; Jinchuan Tian; Yifan Peng 003; Brian Yan; Chao-Han Huck Yang; Shinji Watanabe 001 (CoRR, 2025)

ESPnet-SpeechLM: An Open Speech Language Model Toolkit. - Jinchuan Tian; Jiatong Shi; William Chen; Siddhant Arora; Yoshiki Masuyama; Takashi Maekaku; Yihan Wu; Junyi Peng; Shikhar Bharadwaj; Yiwen Zhao; Samuele Cornell; Yifan Peng 003; et al. (CoRR, 2025)

ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue Systems. - Siddhant Arora; Yifan Peng 003; Jiatong Shi; Jinchuan Tian; William Chen; Shikhar Bharadwaj; Hayato Futami; Yosuke Kashiwagi; Emiru Tsunoo; Shuichiro Shimizu; Vaibhav Srivastav; Shinji Watanabe 001 (CoRR, 2025)

ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation. - Jiatong Shi; Yifan Cheng; Bo-Hao Su; Hye-jin Shim; Jinchuan Tian; Samuele Cornell; Yiwen Zhao; Siddhant Arora; Shinji Watanabe 001 (CoRR, 2025)

OWSM v4: Improving Open Whisper-Style Speech Models via Data Scaling and Cleaning. - Yifan Peng 003; Muhammad Shakeel 001; Yui Sudo; William Chen; Jinchuan Tian; Chyi-Jiunn Lin; Shinji Watanabe 001 (CoRR, 2025)

Chain-of-Thought Training for Open E2E Spoken Dialogue Systems. - Siddhant Arora; Jinchuan Tian; Hayato Futami; Jee-weon Jung; Jiatong Shi; Yosuke Kashiwagi; Emiru Tsunoo; Shinji Watanabe 001 (CoRR, 2025)

OpusLM: A Family of Open Unified Speech Language Models. - Jinchuan Tian; William Chen; Yifan Peng 003; Jiatong Shi; Siddhant Arora; Shikhar Bharadwaj; Takashi Maekaku; Yusuke Shinohara; Keita Goto; Xiang Yue; Huck Yang; Shinji Watanabe 001 (CoRR, 2025)

SpeechIQ: Speech Intelligence Quotient Across Cognitive Levels in Voice Understanding Large Language Models. - Zhen Wan; Chao-Han Huck Yang; Yahan Yu; Jinchuan Tian; Sheng Li 010; Ke Hu; Zhehuai Chen; Shinji Watanabe 001; Fei Cheng 002; Chenhui Chu; Sadao Kurohashi (CoRR, 2025)