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eess.AS2026
Interpreting Content and Speaker Characteristics in Factorised Self-Supervised Subspaces
Kyle Janse van Rensburg, Herman Kamper, Benjamin van Niekerk
Self-supervised speech features encode both content and speaker information. Recent work introduced an SVD-based factorisation method that decomposes these features into a shared c…
eess.AS2026
Interpreting Speaker Characteristics in the Dimensions of Self-Supervised Speech Features
Kyle Janse van Rensburg, Benjamin van Niekerk, Herman Kamper
How do speech models trained through self-supervised learning structure their representations? Previous studies have looked at how information is encoded in feature vectors across…