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Shu-wen (Leo) Yang
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Superb: Speech processing universal performance benchmark
S Yang, PH Chi, YS Chuang, CIJ Lai, K Lakhotia, YY Lin, AT Liu, J Shi, ...
arXiv preprint arXiv:2105.01051, 2021
9242021
Mockingjay: Unsupervised speech representation learning with deep bidirectional transformer encoders
AT Liu, S Yang, PH Chi, P Hsu, H Lee
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
4522020
Distilhubert: Speech representation learning by layer-wise distillation of hidden-unit bert
HJ Chang, S Yang, H Lee
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
1632022
SUPERB-SG: Enhanced speech processing universal performance benchmark for semantic and generative capabilities
HS Tsai, HJ Chang, WC Huang, Z Huang, K Lakhotia, S Yang, S Dong, ...
arXiv preprint arXiv:2203.06849, 2022
952022
An exploration of self-supervised pretrained representations for end-to-end speech recognition
X Chang, T Maekaku, P Guo, J Shi, YJ Lu, AS Subramanian, T Wang, ...
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021
852021
Investigating self-supervised learning for speech enhancement and separation
Z Huang, S Watanabe, S Yang, P García, S Khudanpur
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
712022
S3prl-vc: Open-source voice conversion framework with self-supervised speech representations
WC Huang, SW Yang, T Hayashi, HY Lee, S Watanabe, T Toda
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
462022
Understanding self-attention of self-supervised audio transformers
S Yang, AT Liu, H Lee
arXiv preprint arXiv:2006.03265, 2020
362020
Superb@ slt 2022: Challenge on generalization and efficiency of self-supervised speech representation learning
T Feng, A Dong, CF Yeh, S Yang, TQ Lin, J Shi, KW Chang, Z Huang, ...
2022 IEEE Spoken Language Technology Workshop (SLT), 1096-1103, 2023
342023
DUAL: Discrete spoken unit adaptive learning for textless spoken question answering
GT Lin, YS Chuang, HL Chung, S Yang, HJ Chen, S Dong, SW Li, ...
arXiv preprint arXiv:2203.04911, 2022
25*2022
A comparative study of self-supervised speech representation based voice conversion
WC Huang, SW Yang, T Hayashi, T Toda
IEEE Journal of Selected Topics in Signal Processing 16 (6), 1308-1318, 2022
162022
Speechnet: A universal modularized model for speech processing tasks
YC Chen, PH Chi, S Yang, KW Chang, J Lin, SF Huang, DR Liu, CL Liu, ...
arXiv preprint arXiv:2105.03070, 2021
152021
Speech representation learning through self-supervised pretraining and multi-task finetuning
YC Chen, S Yang, CK Lee, S See, H Lee
arXiv preprint arXiv:2110.09930, 2021
122021
A Large-Scale Evaluation of Speech Foundation Models
S Yang, HJ Chang, Z Huang, AT Liu, CI Lai, H Wu, J Shi, X Chang, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024
112024
Self-supervised representation learning for speech processing
H Lee, A Mohamed, S Watanabe, T Sainath, K Livescu, SW Li, S Yang, ...
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
92022
S3prl: The self-supervised speech pre-training and representation learning toolkit
AT Liu, Y Shu-wen
online GitHub reposi-tory, 2020
72020
Dynamic-superb phase-2: A collaboratively expanding benchmark for measuring the capabilities of spoken language models with 180 tasks
C Huang, WC Chen, S Yang, AT Liu, CA Li, YX Lin, WC Tseng, A Diwan, ...
arXiv preprint arXiv:2411.05361, 2024
12024
Building a Taiwanese Mandarin Spoken Language Model: A First Attempt
CK Yang, YK Fu, CA Li, YC Lin, YX Lin, WC Chen, HL Chung, CY Kuan, ...
arXiv preprint arXiv:2411.07111, 2024
2024
ISSUE ON SELF-SUPERVISED LEARNING FOR SPEECH AND AUDIO PROCESSING (SLSAP)
HY Lee, S Watanabe, K Livescu, A Mohamed, T Sainath, JD Havtorn, ...
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Articles 1–19