Sharon Goldwater (University of Edinburgh) “Analyzing Representations of Self-Supervised Speech Models”
Abstract Recent advances in speech technology make heavy use of pre-trained models that learn from large quantities of raw (untranscribed) speech, using “self-supervised” (ie unsupervised) learning. These models learn to transform the acoustic input into[…]