In this paper a novel modeling technique for speech signals, based on the source-filter model of speech production and on orthogonal transform theory, is presented. The proposed approach models the impulse response of such filter, by projection onto a basis of damped Bessel functions, which have been chosen for their similarity to the signal to be modeled. In such a way an orthogonal transform pair is defined which provides a simple and effective methodology for the extraction of model parameters, and its effectiveness in the case of voiced speech has been demonstrated by synthesizing natural sounding speech signals with the aid of only a few extracted parameters.
Cite as: Biagetti, G., Crippa, P., Turchetti, C. (2006) Modeling of speech signals based on Bessel-like orthogonal transform. Proc. Interspeech 2006, paper 1054-Thu2BuP.1, doi: 10.21437/Interspeech.2006-621
@inproceedings{biagetti06_interspeech,
author={Giorgio Biagetti and Paolo Crippa and Claudio Turchetti},
title={{Modeling of speech signals based on Bessel-like orthogonal transform}},
year=2006,
booktitle={Proc. Interspeech 2006},
pages={paper 1054-Thu2BuP.1},
doi={10.21437/Interspeech.2006-621}
}