Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning

Robin Algayres, Adel Nabli, Benoit Sagot +1

We introduce a simple neural encoder architecture that can be trained using an unsupervised contrastive learning objective which gets its positive samples from data-augmented k-Nea…