Data Augmenting Contrastive Learning of Speech Representations in the Time Domain

Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve +4

Contrastive Predictive Coding (CPC), based on predicting future segments of speech based on past segments is emerging as a powerful algorithm for representation learning of speech…