Title :
Zeros of Z-transform representation with application to source-filter separation in speech
Author :
Bozkurt, Baris ; Doval, Boris ; D´Alessandro, Christophe ; Dutoit, Thierry
Author_Institution :
TCTS Lab., Faculte Polytechnique de Mons, Belgium
fDate :
4/1/2005 12:00:00 AM
Abstract :
We propose a new spectral representation called the zeros of z-transform (ZZT), which is an all-zero representation of the z-transform of the signal. We show that separate patterns exist in ZZT representations of speech signals for the glottal flow and the vocal tract contributions. A decomposition method for source-tract separation is presented based on ZZT. The ZZT-decomposition consists in grouping the zeros into two sets, according to their location in the z-plane. This type of decomposition leads to separating glottal flow contribution (without a return phase) from vocal tract contribution in the z domain.
Keywords :
Z transforms; filtering theory; signal representation; source separation; speech processing; ZZT decomposition method; glottal flow; source-filter separation; source-tract separation; spectral representation; speech signal; vocal tract contribution; z domain; z-plane; zeros z-transform; Algorithm design and analysis; Europe; Laboratories; Poles and zeros; Polynomials; Signal analysis; Speech; Glottal flow estimation; source-filter separation; spectral representation; zeros of z-transform (ZZT);
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2005.843770