Xuan-Kai Chang

Most-cited papers

SUPERB: Speech processing Universal PERformance Benchmark
Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Lai +16 more
2021Interspeech1,321 citations
Semantic Scholar
CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings
Shinji Watanabe, Michael I. Mandel, J. Barker, E. Vincent +17 more
20206th International Workshop on Speech Processing in Everyday Environments (CHiME 2020)443 citations Open access
Semantic Scholar
AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head
Rongjie Huang, Mingze Li, Dongchao Yang, Jiatong Shi +10 more
2023AAAI Conference on Artificial Intelligence433 citations Open access
Semantic Scholar
Recent Developments on Espnet Toolkit Boosted By Conformer
Pengcheng Guo, Florian Boyer, Xuan-Kai Chang, T. Hayashi +11 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing293 citations
Semantic Scholar
UniAudio: An Audio Foundation Model Toward Universal Audio Generation
Dongchao Yang, Jin-Chuan Tian, Xuejiao Tan, Rongjie Huang +9 more
2023arXiv.org233 citations Open access
Semantic Scholar
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang +13 more
2022Annual Meeting of the Association for Computational Linguistics138 citations Open access
Semantic Scholar
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
Yifan Peng, Jin-Chuan Tian, William Chen, Siddhant Arora +8 more
2024Interspeech131 citations
Semantic Scholar
MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition
Xuan-Kai Chang, Wangyou Zhang, Y. Qian, Jonathan Le Roux +1 more
2019Automatic Speech Recognition & Understanding130 citations Open access
Semantic Scholar
End-To-End Multi-Speaker Speech Recognition With Transformer
Xuan-Kai Chang, Wangyou Zhang, Y. Qian, Jonathan Le Roux +1 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing121 citations
Semantic Scholar
Recognizing Multi-talker Speech with Permutation Invariant Training
Dong Yu, Xuan-Kai Chang, Y. Qian
2017Interspeech107 citations Open access
Semantic Scholar
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark
Jiatong Shi, Dan Berrebbi, William Chen, Ho-Lam Chung +7 more
2023Interspeech105 citations Open access
Semantic Scholar
VoxtLM: Unified Decoder-Only Models for Consolidating Speech Recognition, Synthesis and Speech, Text Continuation Tasks
Soumi Maiti, Yifan Peng, Shukjae Choi, Jee-weon Jung +2 more
2023IEEE International Conference on Acoustics, Speech, and Signal Processing103 citations Open access
Semantic Scholar
Past review, current progress, and challenges ahead on the cocktail party problem
Y. Qian, Chao Weng, Xuan-Kai Chang, Shuai Wang +1 more
2018Frontiers of Information Technology & Electronic Engineering99 citations
Semantic Scholar
ESPnet-SE: End-To-End Speech Enhancement and Separation Toolkit Designed for ASR Integration
Chen-Da Li, Jing Shi, Wangyou Zhang, A. Subramanian +7 more
2020Spoken Language Technology Workshop94 citations Open access
Semantic Scholar
The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios
Samuele Cornell, Matthew Wiesner, Shinji Watanabe, Desh Raj +7 more
20237th International Workshop on Speech Processing in Everyday Environments (CHiME 2023)93 citations Open access
Semantic Scholar
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition
Xuan-Kai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi +7 more
2021Automatic Speech Recognition & Understanding93 citations Open access
Semantic Scholar
End-to-end Monaural Multi-speaker ASR System without Pretraining
Xuan-Kai Chang, Y. Qian, Kai Yu, Shinji Watanabe
2018IEEE International Conference on Acoustics, Speech, and Signal Processing92 citations Open access
Semantic Scholar
Single-Channel Multi-talker Speech Recognition with Permutation Invariant Training
Y. Qian, Xuan-Kai Chang, Dong Yu
2017Speech Communication90 citations Open access
Semantic Scholar
A Large-Scale Evaluation of Speech Foundation Models
Shu-Wen Yang, Heng-Jui Chang, Zili Huang, Andy T. Liu +17 more
2024IEEE/ACM Transactions on Audio Speech and Language Processing89 citations Open access
Semantic Scholar
Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data
Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi +12 more
2023Automatic Speech Recognition & Understanding84 citations Open access
Semantic Scholar
ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet
Siddhant Arora, Siddharth Dalmia, Pavel Denisov, Xuan-Kai Chang +9 more
2021IEEE International Conference on Acoustics, Speech, and Signal Processing83 citations
Semantic Scholar
Towards Robust Speech Representation Learning for Thousands of Languages
William Chen, Wangyou Zhang, Yifan Peng, Xinjian Li +6 more
2024Conference on Empirical Methods in Natural Language Processing79 citations
Semantic Scholar
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study
Xuan-Kai Chang, Brian Yan, Kwanghee Choi, Jee-weon Jung +13 more
2023IEEE International Conference on Acoustics, Speech, and Signal Processing78 citations Open access
Semantic Scholar
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation
Xuan-Kai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe
2022Interspeech67 citations Open access
Semantic Scholar
Investigation of End-to-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings
Naoyuki Kanda, Xuan-Kai Chang, Yashesh Gaur, Xiaofei Wang +3 more
2020Spoken Language Technology Workshop55 citations
Semantic Scholar
Unrestricted Vocabulary Keyword Spotting Using LSTM-CTC
Yimeng Zhuang, Xuan-Kai Chang, Y. Qian, Kai Yu
2016Interspeech54 citations
Semantic Scholar
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning
Xuan-Kai Chang, Brian Yan, Yuya Fujita, Takashi Maekaku +1 more
2023Interspeech50 citations Open access
Semantic Scholar
The CHiME-8 DASR Challenge for Generalizable and Array Agnostic Distant Automatic Speech Recognition and Diarization
Samuele Cornell, Taejin Park, He Huang, Christoph Boeddeker +5 more
20248th International Workshop on Speech Processing in Everyday Environments (CHiME 2024)45 citations
Semantic Scholar
Superb @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning
Tzu-hsun Feng, Annie Dong, Ching-feng Yeh, Shu-Wen Yang +10 more
2022Spoken Language Technology Workshop42 citations Open access
Semantic Scholar
Improving End-to-End Single-Channel Multi-Talker Speech Recognition
Wangyou Zhang, Xuan-Kai Chang, Y. Qian, Shinji Watanabe
2020IEEE/ACM Transactions on Audio Speech and Language Processing41 citations
Semantic Scholar
The 2020 ESPnet Update: New Features, Broadened Applications, Performance Improvements, and Future Plans
Shinji Watanabe, Florian Boyer, Xuan-Kai Chang, Pengcheng Guo +11 more
20202021 IEEE Data Science and Learning Workshop (DSLW)40 citations Open access
Semantic Scholar
Muskits: an End-to-End Music Processing Toolkit for Singing Voice Synthesis
Jiatong Shi, Shuai Guo, Tao Qian, Nan Huo +8 more
2022Interspeech38 citations Open access
Semantic Scholar
Improving Audio Captioning Models with Fine-Grained Audio Features, Text Embedding Supervision, and LLM Mix-Up Augmentation
Shih-Lun Wu, Xuan-Kai Chang, G. Wichern, Jee-weon Jung +3 more
2023IEEE International Conference on Acoustics, Speech, and Signal Processing37 citations Open access
Semantic Scholar
Towards Low-Distortion Multi-Channel Speech Enhancement: The ESPNET-Se Submission to the L3DAS22 Challenge
Yen-Ju Lu, Samuele Cornell, Xuan-Kai Chang, Wangyou Zhang +4 more
2022IEEE International Conference on Acoustics, Speech, and Signal Processing37 citations
Semantic Scholar
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding
Yen-Ju Lu, Xuan-Kai Chang, Chen-Da Li, Wangyou Zhang +9 more
2022Interspeech37 citations Open access
Semantic Scholar
The Interspeech 2024 Challenge on Speech Processing Using Discrete Units
Xuan-Kai Chang, Jiatong Shi, Jin-Chuan Tian, Yuning Wu +6 more
2024Interspeech35 citations
Semantic Scholar
Insertion-Based Modeling for End-to-End Automatic Speech Recognition
Yuya Fujita, Shinji Watanabe, Motoi Omachi, Xuan-Kai Chang
2020Interspeech35 citations Open access
Semantic Scholar
ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets
Jiatong Shi, Shi Wang, William Chen, Martijn Bartelds +7 more
2024Interspeech32 citations
Semantic Scholar
Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute
William Chen, Xuan-Kai Chang, Yifan Peng, Zhao-Heng Ni +2 more
2023Interspeech32 citations Open access
Semantic Scholar
End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation
Yoshiki Masuyama, Xuan-Kai Chang, Samuele Cornell, Shinji Watanabe +1 more
2022Spoken Language Technology Workshop29 citations Open access
Semantic Scholar
Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals
Jing Shi, Xuan-Kai Chang, Pengcheng Guo, Shinji Watanabe +4 more
2020Neural Information Processing Systems29 citations
Semantic Scholar
End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming
Wangyou Zhang, A. Subramanian, Xuan-Kai Chang, Shinji Watanabe +1 more
2020Interspeech27 citations Open access
Semantic Scholar
Multi-Speaker ASR Combining Non-Autoregressive Conformer CTC and Conditional Speaker Chain
Pengcheng Guo, Xuan-Kai Chang, Shinji Watanabe, Lei Xie
2021Interspeech24 citations
Semantic Scholar
A Study on the Integration of Pre-Trained SSL, ASR, LM and SLU Models for Spoken Language Understanding
Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda +5 more
2022Spoken Language Technology Workshop23 citations Open access
Semantic Scholar
Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem
Jing Shi, Xuan-Kai Chang, T. Hayashi, Yen-Ju Lu +2 more
2021arXiv.org22 citations
Semantic Scholar
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition
Hakan Erdogan, Scott Wisdom, Xuan-Kai Chang, Zalán Borsos +3 more
2023Interspeech21 citations Open access
Semantic Scholar
End-to-End Dereverberation, Beamforming, and Speech Recognition in a Cocktail Party
Wangyou Zhang, Xuan-Kai Chang, Christoph Boeddeker, T. Nakatani +2 more
2022IEEE/ACM Transactions on Audio Speech and Language Processing21 citations
Semantic Scholar
Highland Puebla Nahuatl Speech Translation Corpus for Endangered Language Documentation
Jiatong Shi, Jonathan D. Amith, Xuan-Kai Chang, Siddharth Dalmia +2 more
2021AMERICASNLP20 citations Open access
Semantic Scholar
Findings of the 2023 ML-Superb Challenge: Pre-Training And Evaluation Over More Languages And Beyond
Jiatong Shi, William Chen, Dan Berrebbi, Hsiu-Hsuan Wang +9 more
2023Automatic Speech Recognition & Understanding19 citations Open access
Semantic Scholar
Two-Pass Low Latency End-to-End Spoken Language Understanding
Siddhant Arora, Siddharth Dalmia, Xuan-Kai Chang, Brian Yan +2 more
2022Interspeech19 citations Open access
Semantic Scholar