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Membership Inference Attacks Against Self-supervised Speech Models

Nov 09, 2021
Wei-Cheng Tseng, Wei-Tsung Kao, Hung-yi Lee

* Submitted to ICASSP 2022. Source code available at 

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Utilizing Self-supervised Representations for MOS Prediction

Apr 21, 2021
Wei-Cheng Tseng, Chien-yu Huang, Wei-Tsung Kao, Yist Y. Lin, Hung-yi Lee

* Submitted to Interspeech 2021. We acknowledge the support of AWS Machine Learning Research Awards program 

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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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Further Boosting BERT-based Models by Duplicating Existing Layers: Some Intriguing Phenomena inside BERT

Jan 25, 2020
Wei-Tsung Kao, Tsung-Han Wu, Po-Han Chi, Chun-Cheng Hsieh, Hung-Yi Lee

* 7 pages, 8 figures, 6 tables 

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