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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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DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering


Mar 26, 2022
Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-wen Yang, Hsuan-Jui Chen, Shuyan Dong, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-shan Lee

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* Submitted to Interspeech 2022 

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Investigating self-supervised learning for speech enhancement and separation


Mar 15, 2022
Zili Huang, Shinji Watanabe, Shu-wen Yang, Paola Garcia, Sanjeev Khudanpur

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* To appear in ICASSP 2022 

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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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DUAL: Textless Spoken Question Answering with Speech Discrete Unit Adaptive Learning


Mar 09, 2022
Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-wen Yang, Hsuan-Jui Chen, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-shan Lee

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* Submitted to Interspeech 2022 

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Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning


Oct 18, 2021
Yi-Chen Chen, Shu-wen Yang, Cheng-Kuang Lee, Simon See, Hung-yi Lee

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An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition


Oct 09, 2021
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

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* To appear in ASRU2021 

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DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT


Oct 06, 2021
Heng-Jui Chang, Shu-wen Yang, Hung-yi Lee

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* Submitted to ICASSP 2022 

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SpeechNet: A Universal Modularized Model for Speech Processing Tasks


May 31, 2021
Yi-Chen Chen, Po-Han Chi, Shu-wen Yang, Kai-Wei Chang, Jheng-hao Lin, Sung-Feng Huang, Da-Rong Liu, Chi-Liang Liu, Cheng-Kuang Lee, Hung-yi Lee

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