Title :
A comparative evaluation of pitch modification techniques
Author :
Drugman, Thomas ; Dutoit, Thierry
Author_Institution :
TCTS Lab., Univ. of Mons, Mons, Belgium
Abstract :
This paper addresses the problem of pitch modification, as an important module for an efficient voice transformation system. The Deterministic plus Stochastic Model of the residual signal we proposed in a previous work is compared to TDPSOLA, HNM and STRAIGHT. The four methods are compared through an important subjective test. The influence of the speaker gender and of the pitch modification ratio is analyzed. Despite its higher compression level, the DSM technique is shown to give similar or better results than other methods, especially for male speakers and important ratios of modification. The DSM turns out to be only outperformed by STRAIGHT for female voices.
Keywords :
speaker recognition; speech processing; stochastic processes; DSM technique; STRAIGHT; deterministic plus stochastic model; female voice; pitch modification technique; voice transformation system; Frequency modulation; Harmonic analysis; Hidden Markov models; Noise; Speech; Speech synthesis; Stochastic processes;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg