Selection of Layers from Self-supervised Learning Models for Predicting Mean-Opinion-Score of Speech

Xinyu Liang, Fredrik Cumlin, Victor Ungureanu +3

Self-supervised learning (SSL) models like Wav2Vec2, HuBERT, and WavLM have been widely used in speech processing. These transformer-based models consist of multiple layers, each c…