Simon Malan

Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming

We look at the long-standing problem of segmenting unlabeled speech into word-like segments and clustering these into a lexicon. Several previous methods use a scoring model coupled with dynamic programming to find an optimal segmentation. Here we propose a much simpler strategy: we predict word bou…