Improving Unsupervised Sparsespeech Acoustic Models with Categorical Reparameterization

Benjamin Milde, Chris Biemann

The Sparsespeech model is an unsupervised acoustic model that can generate discrete pseudo-labels for untranscribed speech. We extend the Sparsespeech model to allow for sampling o…