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A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding


Nov 10, 2022
Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe

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* Accepted at SLT 2022 

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End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation


Oct 19, 2022
Yoshiki Masuyama, Xuankai Chang, Samuele Cornell, Shinji Watanabe, Nobutaka Ono

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* Accepted to IEEE SLT 2022 

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SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning


Oct 16, 2022
Tzu-hsun Feng, 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

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* Accepted by 2022 SLT Workshop 

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ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding


Jul 19, 2022
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

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* To appear in Interspeech 2022 

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Two-Pass Low Latency End-to-End Spoken Language Understanding


Jul 14, 2022
Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan Black, Shinji Watanabe

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* INTERSPEECH 2022 

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Muskits: an End-to-End Music Processing Toolkit for Singing Voice Synthesis


May 09, 2022
Jiatong Shi, Shuai Guo, Tao Qian, Nan Huo, Tomoki Hayashi, Yuning Wu, Frank Xu, Xuankai Chang, Huazhe Li, Peter Wu, Shinji Watanabe, Qin Jin

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* Interspeech submission 

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End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation


Apr 01, 2022
Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe

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* Submitted to Interspeech 2022 

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End-to-End Multi-speaker ASR with Independent Vector Analysis


Apr 01, 2022
Robin Scheibler, Wangyou Zhang, Xuankai Chang, Shinji Watanabe, Yanmin Qian

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* Submitted to INTERSPEECH2022. 5 pages, 2 figures, 3 tables 

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SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities


Mar 14, 2022
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

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* ACL 2022 main conference 

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Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR


Mar 01, 2022
Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux

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* To appear in ICASSP2022 

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