Statistical approach to Fujisaki-Model parameter estimation from speech signals and its quantitative evaluation

Kota Yoshizato, Hirokazu Kameoka, Daisuke Saito, Shigeki Sagayama · 2012

We have previously proposed a statistical model of speech F 0 contours, which is based on the discrete-time version of the Fujisaki model.One advantage of this model is that it allows us to introduce statistical methods to learn the Fujisaki-model parameters from speech F0 contours.This paper proposes several modifications to our previous model and parameter inference algorithm, and quantitatively evaluates the performance of our modified parameter inference algorithm.

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