Réda Dehak

Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning

2022 · arXiv (Cornell University)

State-of-the-art speaker verification systems are inherently dependent on some kind of human supervision as they are trained on massive amounts of labeled data. However, manually annotating utterances is slow, expensive and not scalable to the …