Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing

Benjamin van Niekerk, Leanne Nortje, Matthew Baas +1

Contrastive predictive coding (CPC) aims to learn representations of speech by distinguishing future observations from a set of negative examples. Previous work has shown that line…