DocumentCode
745005
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
Volume
12
Issue
4
fYear
2005
fDate
4/1/2005 12:00:00 AM
Firstpage
344
Lastpage
347
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);
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2005.843770
Filename
1407936
Link To Document