Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words

1 code implementation • 29 Oct 2021 • Santiago Cuervo, Maciej Grabias, Jan Chorowski, Grzegorz Ciesielski, Adrian Łańcucki, Paweł Rychlikowski, Ricard Marxer

We investigate the performance on phoneme categorization and phoneme and word segmentation of several self-supervised learning (SSL) methods based on Contrastive Predictive Coding (CPC).

Segmentation Self-Supervised Learning