79 citations · 179 across the 11 of their papers we have counts for
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cs.SD2021★ 41 cited
Self-Supervised Learning Based Domain Adaptation for Robust Speaker Verification
Zhengyang Chen, Shuai Wang, Yanmin Qian
Large performance degradation is often observed for speaker ver-ification systems when applied to a new domain dataset. Givenan unlabeled target-domain dataset, unsupervised domain…
cs.SD2021
Voice activity detection in the wild: A data-driven approach using teacher-student training
Heinrich Dinkel, Shuai Wang, Xuenan Xu +2
Voice activity detection is an essential pre-processing component for speech-related tasks such as automatic speech recognition (ASR). Traditional supervised VAD systems obtain fra…
cs.SD2021
Unit selection synthesis based data augmentation for fixed phrase speaker verification
Houjun Huang, Xu Xiang, Fei Zhao +2
Data augmentation is commonly used to help build a robust speaker verification system, especially in limited-resource case. However, conventional data augmentation methods usually…