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Hemin Yang

2 accepted papers

2023

DATA2VEC-SG: Improving Self-Supervised Learning Representations for Speech Generation Tasks

ICASSP 2023accepted

Self-supervised learning has been successfully applied to various speech recognition and understanding tasks. However, for generative tasks such as speech enhancement and speech separation, most self-supervised speech representations did not show substantial improvements. To deal with this problem,…

Cited by 0SourceScholar
2023

Real-Time Audio-Visual End-To-End Speech Enhancement

ICASSP 2023accepted

Audio-visual speech enhancement (AV-SE) methods utilize auxiliary visual cues to enhance speakers’ voices. Therefore, technically they should be able to outperform the audio-only speech enhancement (SE) methods. However, there are few works in the literature on an AV-SE system that can work in real…

Cited by 0SourceScholar