7 citations · 8 across the 5 of their papers we have counts for
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cs.CR2021
Membership Inference Attacks Against Self-supervised Speech Models
Wei-Cheng Tseng, Wei-Tsung Kao, Hung-yi Lee
Recently, adapting the idea of self-supervised learning (SSL) on continuous speech has started gaining attention. SSL models pre-trained on a huge amount of unlabeled audio can gen…
eess.AS2021
Utilizing Self-supervised Representations for MOS Prediction
Wei-Cheng Tseng, Chien-yu Huang, Wei-Tsung Kao +2
Speech quality assessment has been a critical issue in speech processing for decades. Existing automatic evaluations usually require clean references or parallel ground truth data,…
cs.CL2021★ 1 cited
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability
Wei-Tsung Kao, Hung-Yi Lee
This paper investigates whether the power of the models pre-trained on text data, such as BERT, can be transferred to general token sequence classification applications. To verify…