Oct, 2022
预训练语音编码器的自监督重连:在语音处理中以更少标签更快微调
Self-supervised Rewiring of Pre-trained Speech Encoders: Towards Faster Fine-tuning with Less Labels in Speech Processing
Hao Yang, Jinming Zhao, Gholamreza Haffari, Ehsan Shareghi
TL;DR本文针对预训练语音编码器中的表示空间进行了研究,并通过对比自监督学习构建正对,以实现对表示空间的改进,进而在低资源环境下提高了语音处理任务的收敛速度和表现。