Oliver Walter

Source counting in speech mixtures by nonparametric Bayesian estimation of an infinite Gaussian mixture model

In this paper we present a source counting algorithm to determine the number of speakers in a speech mixture. In our proposed method, we model the histogram of estimated directions of arrival with a non-parametric Bayesian infinite Gaussian mixture model. As an alternative to classical model selecti…