Interpreting Content and Speaker Characteristics in Factorised Self-Supervised Subspaces

Kyle Janse van Rensburg, Herman Kamper

Self-supervised speech features encode both content and speaker information. Recent work introduced an SVD-based factorisation that decomposes these features into a shared content…