Title :
Function of Phase-Distortion for glottal model estimation
Author :
Degottex, Gilles ; Roebel, Axel ; Rodet, Xavier
Author_Institution :
CNRS, IRCAM, Paris, France
Abstract :
In voice analysis, the parameters estimation of a glottal model, an analytic description of the deterministic component of the glottal source, is a challenging question to assess voice quality in clinical use or to model voice production for speech transformation and synthesis using a priori constraints. In this paper, we first describe the Function of Phase-Distortion (FPD) which allows to characterize the shape of the periodic pulses of the glottal source independently of other features of the glottal source. Then, using the FPD, we de scribe two methods to estimate a shape parameter of the Liljencrants-Fant glottal model. By comparison with state of the art methods using Electro-Giotto-Graphic signals, we show that the one of these method outperform the compared methods.
Keywords :
parameter estimation; speech synthesis; Liljencrants-Fant glottal model; electro-giotto-graphic signals; glottal model estimation; glottal source; parameters estimation; phase-distortion function; speech synthesis; speech transformation; voice analysis; Analytical models; Databases; Estimation; Harmonic analysis; Mathematical model; Shape; Speech; Voice analysis; glottal model; glottal source; phase minimization; shape parameter;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5947381