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2020 – today
- 2024
[j9]Shu-Wen Yang
, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee:
A Large-Scale Evaluation of Speech Foundation Models. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2884-2899 (2024)- [c56]Rongjie Huang, Mingze Li, Dongchao Yang, Jiatong Shi, Xuankai Chang, Zhenhui Ye, Yuning Wu, Zhiqing Hong, Jiawei Huang, Jinglin Liu, Yi Ren, Yuexian Zou, Zhou Zhao, Shinji Watanabe:
AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head. AAAI 2024: 23802-23804 - [c55]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: 10929-10942 - [c54]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. EMNLP 2024: 10205-10224 - [c53]Shih-Lun Wu, Xuankai Chang, Gordon Wichern, Jee-Weon Jung, François G. Germain, Jonathan Le Roux, Shinji Watanabe:
Improving Audio Captioning Models with Fine-Grained Audio Features, Text Embedding Supervision, and LLM Mix-Up Augmentation. ICASSP 2024: 316-320 - [c52]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: 11481-11485 - [c51]Takashi Maekaku, Jiatong Shi, Xuankai Chang, Yuya Fujita, Shinji Watanabe:
Hubertopic: Enhancing Semantic Representation of Hubert Through Self-Supervision Utilizing Topic Model. ICASSP 2024: 11741-11745 - [c50]Brian Yan, Xuankai Chang, Antonios Anastasopoulos, Yuya Fujita, Shinji Watanabe:
Cross-Modal Multi-Tasking for Speech-to-Text Translation via Hard Parameter Sharing. ICASSP 2024: 11941-11945 - [c49]Soumi Maiti, Yifan Peng, Shukjae Choi, Jee-Weon Jung, Xuankai Chang, Shinji Watanabe:
VoxtLM: Unified Decoder-Only Models for Consolidating Speech Recognition, Synthesis and Speech, Text Continuation Tasks. ICASSP 2024: 13326-13330 - [c48]Dongchao Yang, Jinchuan Tian, Xu Tan, Rongjie Huang, Songxiang Liu, Haohan Guo, Xuankai Chang, Jiatong Shi, Sheng Zhao, Jiang Bian, Zhou Zhao, Xixin Wu, Helen M. Meng:
UniAudio: Towards Universal Audio Generation with Large Language Models. ICML 2024 - [i59]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 abs/2401.16658 (2024) - [i58]Minsu Kim, Jee-weon Jung, Hyeongseop Rha, Soumi Maiti, Siddhant Arora, Xuankai Chang, Shinji Watanabe, Yong Man Ro:
TMT: Tri-Modal Translation between Speech, Image, and Text by Processing Different Modalities as Different Languages. CoRR abs/2402.16021 (2024) - [i57]Shu-Wen Yang, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee:
A Large-Scale Evaluation of Speech Foundation Models. CoRR abs/2404.09385 (2024) - [i56]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 abs/2406.07725 (2024) - [i55]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 abs/2406.08641 (2024) - [i54]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 abs/2407.00837 (2024) - [i53]Samuele Cornell, Taejin Park, Steve Huang, Christoph Böddeker, Xuankai Chang, Matthew Maciejewski, Matthew Wiesner, Paola García, Shinji Watanabe:
The CHiME-8 DASR Challenge for Generalizable and Array Agnostic Distant Automatic Speech Recognition and Diarization. CoRR abs/2407.16447 (2024) - [i52]Yichen Lu, Jiaqi Song, Xuankai Chang, Hengwei Bian, Soumi Maiti, Shinji Watanabe:
SynesLM: A Unified Approach for Audio-visual Speech Recognition and Translation via Language Model and Synthetic Data. CoRR abs/2408.00624 (2024) - [i51]Yihan Wu, Yifan Peng, Yichen Lu, Xuankai Chang, Ruihua Song, Shinji Watanabe:
Robust Audiovisual Speech Recognition Models with Mixture-of-Experts. CoRR abs/2409.12370 (2024) - 2023
- [j8]Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe:
Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing. J. Open Source Softw. 8(91): 5403 (2023) - [c47]William Chen, Jiatong Shi, Brian Yan, Dan Berrebbi, Wangyou Zhang, Yifan Peng, Xuankai Chang, Soumi Maiti, Shinji Watanabe:
Joint Prediction and Denoising for Large-Scale Multilingual Self-Supervised Learning. ASRU 2023: 1-8 - [c46]Yuya Fujita, Shinji Watanabe, Xuankai Chang, Takashi Maekaku:
LV-CTC: Non-Autoregressive ASR With CTC and Latent Variable Models. ASRU 2023: 1-6 - [c45]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: 1-8 - [c44]Jiatong Shi, William Chen, Dan Berrebbi, Hsiu-Hsuan Wang, Wei-Ping Huang, En-Pei Hu, Ho-Lam Chuang, Xuankai Chang, Yuxun Tang, Shang-Wen Li, Abdelrahman Mohamed, Hung-Yi Lee, Shinji Watanabe:
Findings of the 2023 ML-Superb Challenge: Pre-Training And Evaluation Over More Languages And Beyond. ASRU 2023: 1-8 - [c43]Junwei Huang, Karthik Ganesan, Soumi Maiti, Young Min Kim, Xuankai Chang, Paul Liang, Shinji Watanabe:
FindAdaptNet: Find and Insert Adapters by Learned Layer Importance. ICASSP 2023: 1-5 - [c42]Takashi Maekaku, Yuya Fujita, Xuankai Chang, Shinji Watanabe:
Fully Unsupervised Topic Clustering of Unlabelled Spoken Audio Using Self-Supervised Representation Learning and Topic Model. ICASSP 2023: 1-5 - [c41]Jiatong Shi, Dan Berrebbi, William Chen, En-Pei Hu, Wei-Ping Huang, Ho-Lam Chung, Xuankai Chang, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe:
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark. INTERSPEECH 2023: 884-888 - [c40]Xuankai Chang, Brian Yan, Yuya Fujita, Takashi Maekaku, Shinji Watanabe:
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning. INTERSPEECH 2023: 1399-1403 - [c39]Jiyang Tang, William Chen, Xuankai Chang, Shinji Watanabe, Brian MacWhinney:
A New Benchmark of Aphasia Speech Recognition and Detection Based on E-Branchformer and Multi-task Learning. INTERSPEECH 2023: 1528-1532 - [c38]Hakan Erdogan, Scott Wisdom, Xuankai Chang, Zalán Borsos, Marco Tagliasacchi, Neil Zeghidour, John R. Hershey:
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition. INTERSPEECH 2023: 3462-3466 - [c37]William Chen, Xuankai Chang, Yifan Peng, Zhaoheng Ni, Soumi Maiti, Shinji Watanabe:
Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute. INTERSPEECH 2023: 4404-4408 - [c36]Yoshiki Masuyama, Xuankai Chang, Wangyou Zhang, Samuele Cornell, Zhong-Qiu Wang, Nobutaka Ono, Yanmin Qian, Shinji Watanabe:
Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation. WASPAA 2023: 1-5 - [d1]Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe:
Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing (espnet-v.202310). Zenodo, 2023
- [i50]Joseph Konan, Ojas Bhargave, Shikhar Agnihotri, Hojeong Lee, Ankit Shah, Shuo Han, Yunyang Zeng, Amanda Shu, Haohui Liu, Xuankai Chang, Hamza Khalid, Minseon Gwak, Kawon Lee, Minjeong Kim, Bhiksha Raj:
Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms. CoRR abs/2303.09048 (2023) - [i49]Rongjie Huang, Mingze Li, Dongchao Yang, Jiatong Shi, Xuankai Chang, Zhenhui Ye, Yuning Wu, Zhiqing Hong, Jiawei Huang, Jinglin Liu, Yi Ren, Zhou Zhao, Shinji Watanabe:
AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head. CoRR abs/2304.12995 (2023) - [i48]Jiatong Shi, Dan Berrebbi, William Chen, Ho-Lam Chung, En-Pei Hu, Wei-Ping Huang, Xuankai Chang, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe:
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark. CoRR abs/2305.10615 (2023) - [i47]Jiyang Tang, William Chen, Xuankai Chang, Shinji Watanabe, Brian MacWhinney:
A New Benchmark of Aphasia Speech Recognition and Detection Based on E-Branchformer and Multi-task Learning. CoRR abs/2305.13331 (2023) - [i46]Xuankai Chang, Brian Yan, Yuya Fujita, Takashi Maekaku, Shinji Watanabe:
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning. CoRR abs/2305.18108 (2023) - [i45]William Chen, Xuankai Chang, Yifan Peng, Zhaoheng Ni, Soumi Maiti, Shinji Watanabe:
Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute. CoRR abs/2306.06672 (2023) - [i44]Samuele Cornell, Matthew Wiesner, Shinji Watanabe, Desh Raj, Xuankai Chang, Paola García, Yoshiki Masuyama, Zhong-Qiu Wang, Stefano Squartini, Sanjeev Khudanpur:
The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios. CoRR abs/2306.13734 (2023) - [i43]Yoshiki Masuyama, Xuankai Chang, Wangyou Zhang, Samuele Cornell, Zhong-Qiu Wang, Nobutaka Ono, Yanmin Qian, Shinji Watanabe:
Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation. CoRR abs/2307.12231 (2023) - [i42]Hakan Erdogan, Scott Wisdom, Xuankai Chang, Zalán Borsos, Marco Tagliasacchi, Neil Zeghidour, John R. Hershey:
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition. CoRR abs/2308.10415 (2023) - [i41]Soumi Maiti, Yifan Peng, Shukjae Choi, Jee-weon Jung, Xuankai Chang, Shinji Watanabe:
Voxtlm: unified decoder-only models for consolidating speech recognition/synthesis and speech/text continuation tasks. CoRR abs/2309.07937 (2023) - [i40]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 abs/2309.13876 (2023) - [i39]William Chen, Jiatong Shi, Brian Yan, Dan Berrebbi, Wangyou Zhang, Yifan Peng, Xuankai Chang, Soumi Maiti, Shinji Watanabe:
Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning. CoRR abs/2309.15317 (2023) - [i38]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 abs/2309.15800 (2023) - [i37]Brian Yan, Xuankai Chang, Antonios Anastasopoulos, Yuya Fujita, Shinji Watanabe:
Cross-Modal Multi-Tasking for Speech-to-Text Translation via Hard Parameter Sharing. CoRR abs/2309.15826 (2023) - [i36]Shih-Lun Wu, Xuankai Chang, Gordon Wichern, Jee-weon Jung, François G. Germain, Jonathan Le Roux, Shinji Watanabe:
Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation. CoRR abs/2309.17352 (2023) - [i35]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 abs/2310.00704 (2023) - [i34]Takashi Maekaku, Jiatong Shi, Xuankai Chang, Yuya Fujita, Shinji Watanabe:
HuBERTopic: Enhancing Semantic Representation of HuBERT through Self-supervision Utilizing Topic Model. CoRR abs/2310.03975 (2023) - [i33]Jiatong Shi, William Chen, Dan Berrebbi, Hsiu-Hsuan Wang, Wei-Ping Huang, En-Pei Hu, Ho-Lam Chung, Xuankai Chang, Yuxun Tang, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe:
Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond. CoRR abs/2310.05513 (2023) - 2022
- [j7]Jing Shi, Xuankai Chang, Shinji Watanabe, Bo Xu:
Train from scratch: Single-stage joint training of speech separation and recognition. Comput. Speech Lang. 76: 101387 (2022) - [j6]Wangyou Zhang, Xuankai Chang, Christoph Böddeker, Tomohiro Nakatani, Shinji Watanabe, Yanmin Qian:
End-to-End Dereverberation, Beamforming, and Speech Recognition in a Cocktail Party. IEEE ACM Trans. Audio Speech Lang. Process. 30: 3173-3188 (2022) - [c35]Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee:
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. ACL (1) 2022: 8479-8492 - [c34]Takashi Maekaku, Xuankai Chang, Yuya Fujita, Shinji Watanabe:
An Exploration of Hubert with Large Number of Cluster Units and Model Assessment Using Bayesian Information Criterion. ICASSP 2022: 7107-7111 - [c33]Siddhant Arora, Siddharth Dalmia, Pavel Denisov, Xuankai Chang, Yushi Ueda, Yifan Peng, Yuekai Zhang, Sujay Kumar, Karthik Ganesan, Brian Yan, Ngoc Thang Vu, Alan W. Black, Shinji Watanabe:
ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet. ICASSP 2022: 7167-7171 - [c32]Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux:
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. ICASSP 2022: 7322-7326 - [c31]Chaitanya Narisetty, Emiru Tsunoo, Xuankai Chang, Yosuke Kashiwagi, Michael Hentschel, Shinji Watanabe:
Joint Speech Recognition and Audio Captioning. ICASSP 2022: 7892-7896 - [c30]Yen-Ju Lu, Samuele Cornell, Xuankai Chang, Wangyou Zhang, Chenda Li, Zhaoheng Ni, Zhong-Qiu Wang, Shinji Watanabe:
Towards Low-Distortion Multi-Channel Speech Enhancement: The ESPNET-Se Submission to the L3DAS22 Challenge. ICASSP 2022: 9201-9205 - [c29]Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe:
Two-Pass Low Latency End-to-End Spoken Language Understanding. INTERSPEECH 2022: 3478-3482 - [c28]Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe:
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation. INTERSPEECH 2022: 3819-3823 - [c27]Jiatong Shi, Shuai Guo, Tao Qian, Tomoki Hayashi, Yuning Wu, Fangzheng Xu, Xuankai Chang, Huazhe Li, Peter Wu, Shinji Watanabe, Qin Jin:
Muskits: an End-to-end Music Processing Toolkit for Singing Voice Synthesis. INTERSPEECH 2022: 4277-4281 - [c26]Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe:
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding. INTERSPEECH 2022: 5458-5462 - [c25]Yoshiki Masuyama, Xuankai Chang, Samuele Cornell, Shinji Watanabe, Nobutaka Ono:
End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation. SLT 2022: 260-265 - [c24]Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe:
A Study on the Integration of Pre-Trained SSL, ASR, LM and SLU Models for Spoken Language Understanding. SLT 2022: 406-413 - [c23]Robin Scheibler, Wangyou Zhang, Xuankai Chang, Shinji Watanabe, Yanmin Qian:
End-to-End Multi-Speaker ASR with Independent Vector Analysis. SLT 2022: 496-501 - [c22]Tzu-hsun Feng, Shuyan Annie Dong, Ching-Feng Yeh, Shu-Wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-Wen Li, Hung-yi Lee:
Superb @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning. SLT 2022: 1096-1103 - [i32]Chaitanya Narisetty, Emiru Tsunoo, Xuankai Chang, Yosuke Kashiwagi, Michael Hentschel, Shinji Watanabe:
Joint Speech Recognition and Audio Captioning. CoRR abs/2202.01405 (2022) - [i31]Yen-Ju Lu, Samuele Cornell, Xuankai Chang, Wangyou Zhang, Chenda Li, Zhaoheng Ni, Zhong-Qiu Wang, Shinji Watanabe:
Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge. CoRR abs/2202.12298 (2022) - [i30]Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux:
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. CoRR abs/2203.00232 (2022) - [i29]Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Jeff Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee:
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. CoRR abs/2203.06849 (2022) - [i28]Robin Scheibler, Wangyou Zhang, Xuankai Chang, Shinji Watanabe, Yanmin Qian:
End-to-End Multi-speaker ASR with Independent Vector Analysis. CoRR abs/2204.00218 (2022) - [i27]Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe:
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation. CoRR abs/2204.00540 (2022) - [i26]Jiatong Shi, Shuai Guo, Tao Qian, Nan Huo, Tomoki Hayashi, Yuning Wu, Frank Xu, Xuankai Chang, Huazhe Li, Peter Wu, Shinji Watanabe, Qin Jin:
Muskits: an End-to-End Music Processing Toolkit for Singing Voice Synthesis. CoRR abs/2205.04029 (2022) - [i25]Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe:
Two-Pass Low Latency End-to-End Spoken Language Understanding. CoRR abs/2207.06670 (2022) - [i24]Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe:
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding. CoRR abs/2207.09514 (2022) - [i23]Tzu-hsun Feng, Shuyan Annie Dong, Ching-Feng Yeh, Shu-Wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-Wen Li, Hung-yi Lee:
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning. CoRR abs/2210.08634 (2022) - [i22]Yoshiki Masuyama, Xuankai Chang, Samuele Cornell, Shinji Watanabe, Nobutaka Ono:
End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation. CoRR abs/2210.10742 (2022) - [i21]Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe:
A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding. CoRR abs/2211.05869 (2022) - 2021
- [c21]Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-Wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe:
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition. ASRU 2021: 228-235 - [c20]Pengcheng Guo, Florian Boyer, Xuankai Chang, Tomoki Hayashi, Yosuke Higuchi, Hirofumi Inaguma, Naoyuki Kamo, Chenda Li, Daniel Garcia-Romero, Jiatong Shi, Jing Shi, Shinji Watanabe, Kun Wei, Wangyou Zhang, Yuekai Zhang:
Recent Developments on Espnet Toolkit Boosted By Conformer. ICASSP 2021: 5874-5878 - [c19]Xuankai Chang, Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka:
Hypothesis Stitcher for End-to-End Speaker-Attributed ASR on Long-Form Multi-Talker Recordings. ICASSP 2021: 6763-6767 - [c18]Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee:
SUPERB: Speech Processing Universal PERformance Benchmark. Interspeech 2021: 1194-1198 - [c17]Takashi Maekaku, Xuankai Chang, Yuya Fujita, Li-Wei Chen, Shinji Watanabe, Alexander I. Rudnicky:
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021. Interspeech 2021: 1564-1568 - [c16]Pengcheng Guo, Xuankai Chang, Shinji Watanabe, Lei Xie:
Multi-Speaker ASR Combining Non-Autoregressive Conformer CTC and Conditional Speaker Chain. Interspeech 2021: 3720-3724 - [c15]Tianzi Wang, Yuya Fujita, Xuankai Chang, Shinji Watanabe:
Streaming End-to-End ASR Based on Blockwise Non-Autoregressive Models. Interspeech 2021: 3755-3759 - [c14]Chenda Li, Jing Shi, Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Naoyuki Kamo, Moto Hira, Tomoki Hayashi, Christoph Böddeker, Zhuo Chen, Shinji Watanabe:
ESPnet-SE: End-To-End Speech Enhancement and Separation Toolkit Designed for ASR Integration. SLT 2021: 785-792 - [c13]Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka:
Investigation of End-to-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings. SLT 2021: 809-816 - [i20]Xuankai Chang, Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka:
Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings. CoRR abs/2101.01853 (2021) - [i19]Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee:
SUPERB: Speech processing Universal PERformance Benchmark. CoRR abs/2105.01051 (2021) - [i18]Pengcheng Guo, Xuankai Chang, Shinji Watanabe, Lei Xie:
Multi-Speaker ASR Combining Non-Autoregressive Conformer CTC and Conditional Speaker Chain. CoRR abs/2106.08595 (2021) - [i17]Takashi Maekaku, Xuankai Chang, Yuya Fujita, Li-Wei Chen, Shinji Watanabe, Alexander I. Rudnicky:
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021. CoRR abs/2107.05899 (2021) - [i16]Tianzi Wang, Yuya Fujita, Xuankai Chang, Shinji Watanabe:
Streaming End-to-End ASR based on Blockwise Non-Autoregressive Models. CoRR abs/2107.09428 (2021) - [i15]Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-Wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe:
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition. CoRR abs/2110.04590 (2021) - [i14]Siddhant Arora, Siddharth Dalmia, Pavel Denisov, Xuankai Chang, Yushi Ueda, Yifan Peng, Yuekai Zhang, Sujay Kumar, Karthik Ganesan, Brian Yan, Ngoc Thang Vu, Alan W. Black, Shinji Watanabe:
ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet. CoRR abs/2111.14706 (2021) - [i13]Jing Shi, Xuankai Chang, Tomoki Hayashi, Yen-Ju Lu, Shinji Watanabe, Bo Xu:
Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem. CoRR abs/2112.09382 (2021) - 2020
- [j5]Wangyou Zhang, Xuankai Chang, Yanmin Qian, Shinji Watanabe:
Improving End-to-End Single-Channel Multi-Talker Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1385-1394 (2020) - [c12]Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe:
End-To-End Multi-Speaker Speech Recognition With Transformer. ICASSP 2020: 6134-6138 - [c11]Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Shinji Watanabe, Yanmin Qian:
End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming. INTERSPEECH 2020: 324-328 - [c10]Xuankai Chang, Aswin Shanmugam Subramanian, Pengcheng Guo, Shinji Watanabe, Yuya Fujita, Motoi Omachi:
End-to-End ASR with Adaptive Span Self-Attention. INTERSPEECH 2020: 3595-3599 - [c9]Yuya Fujita, Shinji Watanabe, Motoi Omachi, Xuankai Chang:
Insertion-Based Modeling for End-to-End Automatic Speech Recognition. INTERSPEECH 2020: 3660-3664 - [c8]Jing Shi, Xuankai Chang, Pengcheng Guo, Shinji Watanabe, Yusuke Fujita, Jiaming Xu, Bo Xu, Lei Xie:
Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals. NeurIPS 2020 - [i12]Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe:
End-to-End Multi-speaker Speech Recognition with Transformer. CoRR abs/2002.03921 (2020) - [i11]Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Shinji Watanabe, Yanmin Qian:
End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming. CoRR abs/2005.10479 (2020) - [i10]Yuya Fujita, Shinji Watanabe, Motoi Omachi, Xuankai Chang:
Insertion-Based Modeling for End-to-End Automatic Speech Recognition. CoRR abs/2005.13211 (2020) - [i9]Jing Shi, Xuankai Chang, Pengcheng Guo, Shinji Watanabe, Yusuke Fujita, Jiaming Xu, Bo Xu, Lei Xie:
Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals. CoRR abs/2006.14150 (2020) - [i8]Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka:
Investigation of End-To-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings. CoRR abs/2008.04546 (2020) - [i7]Pengcheng Guo, Florian Boyer, Xuankai Chang, Tomoki Hayashi, Yosuke Higuchi, Hirofumi Inaguma, Naoyuki Kamo, Chenda Li, Daniel Garcia-Romero, Jiatong Shi, Jing Shi, Shinji Watanabe, Kun Wei, Wangyou Zhang, Yuekai Zhang:
Recent Developments on ESPnet Toolkit Boosted by Conformer. CoRR abs/2010.13956 (2020) - [i6]Chenda Li, Jing Shi, Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Naoyuki Kamo, Moto Hira, Tomoki Hayashi, Christoph Böddeker, Zhuo Chen, Shinji Watanabe:
ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration. CoRR abs/2011.03706 (2020) - [i5]Shinji Watanabe, Florian Boyer, Xuankai Chang, Pengcheng Guo, Tomoki Hayashi, Yosuke Higuchi, Takaaki Hori, Wen-Chin Huang, Hirofumi Inaguma, Naoyuki Kamo, Shigeki Karita, Chenda Li, Jing Shi, Aswin Shanmugam Subramanian, Wangyou Zhang:
The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans. CoRR abs/2012.13006 (2020)
2010 – 2019
- 2019
- [j4]Yanmin Qian, Chao Weng, Xuankai Chang, Shuai Wang, Dong Yu:
Erratum to: Past review, current progress, and challenges ahead on the cocktail party problem. Frontiers Inf. Technol. Electron. Eng. 20(3): 438 (2019) - [c7]Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe:
MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition. ASRU 2019: 237-244 - [c6]Xuankai Chang, Yanmin Qian, Kai Yu, Shinji Watanabe:
End-to-end Monaural Multi-speaker ASR System without Pretraining. ICASSP 2019: 6256-6260 - [c5]Wangyou Zhang, Xuankai Chang, Yanmin Qian:
Knowledge Distillation for End-to-End Monaural Multi-Talker ASR System. INTERSPEECH 2019: 2633-2637 - [i4]Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe:
MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition. CoRR abs/1910.06522 (2019) - 2018
- [j3]Yanmin Qian, Chao Weng, Xuankai Chang, Shuai Wang, Dong Yu:
Past review, current progress, and challenges ahead on the cocktail party problem. Frontiers Inf. Technol. Electron. Eng. 19(1): 40-63 (2018) - [j2]Yanmin Qian, Chao Weng, Xuankai Chang, Shuai Wang, Dong Yu:
Erratum to: Past review, current progress, and challenges ahead on the cocktail party problem. Frontiers Inf. Technol. Electron. Eng. 19(4): 582 (2018) - [j1]Yanmin Qian, Xuankai Chang, Dong Yu:
Single-channel multi-talker speech recognition with permutation invariant training. Speech Commun. 104: 1-11 (2018) - [c4]Xuankai Chang, Yanmin Qian, Dong Yu:
Adaptive Permutation Invariant Training with Auxiliary Information for Monaural Multi-Talker Speech Recognition. ICASSP 2018: 5974-5978 - [c3]Xuankai Chang, Yanmin Qian, Dong Yu:
Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks. INTERSPEECH 2018: 1586-1590 - [i3]Xuankai Chang, Yanmin Qian, Kai Yu, Shinji Watanabe:
End-to-End Monaural Multi-speaker ASR System without Pretraining. CoRR abs/1811.02062 (2018) - 2017
- [c2]Dong Yu, Xuankai Chang, Yanmin Qian:
Recognizing Multi-Talker Speech with Permutation Invariant Training. INTERSPEECH 2017: 2456-2460 - [i2]Dong Yu, Xuankai Chang, Yanmin Qian:
Recognizing Multi-talker Speech with Permutation Invariant Training. CoRR abs/1704.01985 (2017) - [i1]Yanmin Qian, Xuankai Chang, Dong Yu:
Single-Channel Multi-talker Speech Recognition with Permutation Invariant Training. CoRR abs/1707.06527 (2017) - 2016
- [c1]Yimeng Zhuang, Xuankai Chang, Yanmin Qian, Kai Yu:
Unrestricted Vocabulary Keyword Spotting Using LSTM-CTC. INTERSPEECH 2016: 938-942
Coauthor Index
Hung-yi Lee
aka: Hung-Yi Lee
aka: Hung-Yi Lee
Abdel-rahman Mohamed
aka: Abdelrahman Mohamed
aka: Abdelrahman Mohamed
[j9] [c56] [c54] [c53] [c52] [c51] [c50] [c49] [i59] [i58] [i57] [i56] [i55] [i54] [i53] [i52] [i51] [j8] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c37] [c36] [d1] [i49] [i48] [i47] [i46] [i45] [i44] [i43] [i41] [i40] [i39] [i38] [i37] [i36] [i35] [i34] [i33] [j7] [j6] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [c21] [c20] [c18] [c17] [c16] [c15] [c14] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [j5] [c12] [c11] [c10] [c9] [c8] [i12] [i11] [i10] [i9] [i7] [i6] [i5] [c7] [c6] [i4] [i3]
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