Automatic estimation of pitch range through distribution fitting

Abstract

In this paper we present a method for automatic selection of 'Floor' and 'Cieling' values for pitch analysis. The method involves fitting a log-normal tied mixture model to distributions of pitch values and using the resulting parameter values. The method's ability to deal with pitch estimation errors in spontaneous speech is demonstrated.