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cs.SD2022
Exploring Effective Fusion Algorithms for Speech Based Self-Supervised Learning Models
Changli Tang, Yujin Wang, Xie Chen +1
Self-supervised learning (SSL) has achieved great success in various areas including speech processing. Recently, it is proven that speech based SSL models are able to extract supe…
cs.CL2022
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets
Ziyang Ma, Zhisheng Zheng, Changli Tang +2
In this paper, we provide a new perspective on self-supervised speech models from how the training targets are obtained. We generalize the targets extractor into Offline Targets Ex…
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…