216 citations · 372 across the 23 of their papers we have counts for
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eess.AS2023★ 12 cited
Task-Agnostic Structured Pruning of Speech Representation Models
Haoyu Wang, Siyuan Wang, Wei-Qiang Zhang +2
Self-supervised pre-trained models such as Wav2vec2, Hubert, and WavLM have been shown to significantly improve many speech tasks. However, their large memory and strong computatio…
eess.AS2022★ 6 cited
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification
Xing Chen, Jie Wang, Xiao-Lei Zhang +2
Although the security of automatic speaker verification (ASV) is seriously threatened by recently emerged adversarial attacks, there have been some countermeasures to alleviate the…
eess.AS2022★ 2 cited
Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition
Yujin Wang, Changli Tang, Ziyang Ma +3
Recent years have witnessed great strides in self-supervised learning (SSL) on the speech processing. The SSL model is normally pre-trained on a great variety of unlabelled data an…