Speaker Disentanglement of Speech Pre-trained Model Based on Interpretability

Xiaoxu Zhu, Junhua Li, Aaron J. Li +2

Self-supervised speech models learn representations that capture both content and speaker information. Yet this entanglement creates problems: content tasks suffer from speaker bia…