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The Ability of Self-Supervised Speech Models for Audio Representations


Sep 28, 2022
Tung-Yu Wu, Chen-An Li, Tzu-Han Lin, Tsu-Yuan Hsu, Hung-Yi Lee

* 18 pages, 2 figures, 6 tables. Submitted to Proceedings of Machine Learning Research (PMLR): NeurIPS 2021 Competition Track. Under review 

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On the Efficiency of Integrating Self-supervised Learning and Meta-learning for User-defined Few-shot Keyword Spotting


Apr 01, 2022
Wei-Tsung Kao, Yuen-Kwei Wu, Chia Ping Chen, Zhi-Sheng Chen, Yu-Pao Tsai, Hung-Yi Lee

* Submitted to Interspeech 2022 

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Partially Fake Audio Detection by Self-attention-based Fake Span Discovery


Feb 15, 2022
Haibin Wu, Heng-Cheng Kuo, Naijun Zheng, Kuo-Hsuan Hung, Hung-Yi Lee, Yu Tsao, Hsin-Min Wang, Helen Meng

* Submitted to ICASSP 2022 

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S3PRL-VC: Open-source Voice Conversion Framework with Self-supervised Speech Representations


Oct 12, 2021
Wen-Chin Huang, Shu-Wen Yang, Tomoki Hayashi, Hung-Yi Lee, Shinji Watanabe, Tomoki Toda

* Submitted to ICASSP 2022. Code available at: https://github.com/s3prl/s3prl/tree/master/s3prl/downstream/a2o-vc-vcc2020 

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Analyzing the Robustness of Unsupervised Speech Recognition


Oct 12, 2021
Guan-Ting Lin, Chan-Jan Hsu, Da-Rong Liu, Hung-Yi Lee, Yu Tsao

* Submitted to ICASSP 2022 

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CheerBots: Chatbots toward Empathy and Emotionusing Reinforcement Learning


Oct 08, 2021
Jiun-Hao Jhan, Chao-Peng Liu, Shyh-Kang Jeng, Hung-Yi Lee


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Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability


Mar 12, 2021
Wei-Tsung Kao, Hung-Yi Lee

* 9 pages, 7 figures 

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TaylorGAN: Neighbor-Augmented Policy Update for Sample-Efficient Natural Language Generation


Nov 27, 2020
Chun-Hsing Lin, Siang-Ruei Wu, Hung-Yi Lee, Yun-Nung Chen

* 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada 

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Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining


Oct 26, 2020
Cheng-I Lai, Yung-Sung Chuang, Hung-Yi Lee, Shang-Wen Li, James Glass


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VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net architecture


Jun 07, 2020
Da-Yi Wu, Yen-Hao Chen, Hung-Yi Lee


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