Phone clustering using the bhattacharyya distance

Abstract

In this paper we study using the classi cation-based Bhattacharyya distance measure to guide biphone clustering. The Bhattacharyya distance is a theoretical distance measure between two Gaussian distributions which is equivalent to an upper bound on the optimal Bayesian classi cation error probability. It also has the desirable properties of being… (More)

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