Unsupervised Word Segmentation using K Nearest Neighbors

Tzeviya Sylvia Fuchs, Yedid Hoshen, Joseph Keshet

In this paper, we propose an unsupervised kNN-based approach for word segmentation in speech utterances. Our method relies on self-supervised pre-trained speech representations, an…