Wei-Cheng Tseng

Membership Inference Attacks Against Self-supervised Speech Models

2022 · Interspeech 2022

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 generate general-purpose representations that benefit a wide variety of speech …

SUPERB: Speech Processing Universal PERformance Benchmark

2021

Self-supervised learning (SSL) has proven vital for advancing research in natural language processing (NLP) and computer vision (CV).The paradigm pretrains a shared model on large volumes of unlabeled data and achieves state-of-the-art (SOTA) for various …