Towards Automatic Assessment of Self-Supervised Speech Models using Rank

Zakaria Aldeneh, Vimal Thilak, Takuya Higuchi +2

This study explores using embedding rank as an unsupervised evaluation metric for general-purpose speech encoders trained via self-supervised learning (SSL). Traditionally, assessi…