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Automatic Speech Processing by Inference in Generative Models

Published in Kluwer Academic Publishers eBooks • Jan 10, 2006
Authors:
Sam T. Roweis

Abstract

In this chapter, we have explored the use of inference in probabilistic generative models as a powerful signal processing tool for speech and audio. The basic paradigm explored was to design a simple model for the data we observe in which the key quantities that we would eventually like to compute a...

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