Title :
Phase Minimization for Glottal Model Estimation
Author :
Degottex, Gilles ; Roebel, Axel ; Rodet, Xavier
Author_Institution :
Anal./Synthesis Team, IRCAM, Paris, France
fDate :
7/1/2011 12:00:00 AM
Abstract :
In glottal source analysis, the phase minimization criterion has already been proposed to detect excitation instants. As shown in this paper, this criterion can also be used to estimate the shape parameter of a glottal model (ex. Liljencrants-Fant model) and not only its time position. Additionally, we show that the shape parameter can be estimated independently of the glottal model position. The reliability of the proposed methods is evaluated with synthetic signals and compared to that of the IAIF and minimum/maximum-phase decomposition methods. The results of the methods are evaluated according to the influence of the fundamental frequency and noise. The estimation of a glottal model is useful for the separation of the glottal source and the vocal-tract filter and therefore can be applied in voice transformation, synthesis, and also in clinical context or for the study of the voice production.
Keywords :
minimisation; phase estimation; signal synthesis; speech synthesis; glottal model estimation; glottal model position; glottal source analysis; noise; phase minimization criterion; reliability; shape parameter estimation; synthetic signal; vocal tract filter; voice production; voice synthesis; voice transformation; Analytical models; Computational modeling; Context modeling; Estimation; Minimization; Production; Shape; Glottal model; glottal closure instants (GCIs); glottal shape; joint estimation; phase minimization; voice analysis;
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
DOI :
10.1109/TASL.2010.2076806