Zih-Ching Chen

Exploring Efficient-tuning Methods in Self-supervised Speech Models

2022 · arXiv (Cornell University)

In this study, we aim to explore efficient tuning methods for speech self-supervised learning. Recent studies show that self-supervised learning (SSL) can learn powerful representations for different speech tasks. However, fine-tuning pre-trained models for each …