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…