DocumentCode
703643
Title
A nonlinear algorithm for epoch marking in speech signals using poincare maps
Author
Mann, Iain ; McLaughlin, Steve
Author_Institution
Dept. of Electr. Eng., Univ. of Edinburgh, Edinburgh, UK
fYear
1998
fDate
8-11 Sept. 1998
Firstpage
1
Lastpage
4
Abstract
A novel nonlinear epoch marking algorithm is proposed for use with voiced speech signals. Epoch detection is useful for speech coding, synthesis and recognition purposes, as it provides both the moment of glottal closure and the instantaneous pitch. Our technique functions entirely in state space, by operating on a three dimensional reconstruction of the speech signal which is formed by embedding. By using the fact that one revolution of this reconstructed attractor is equal to one pitch period, we are able to find points which are pitch synchronous by the use of a Poincare section. Evidently the epoch pulses are pitch synchronous and therefore can be marked. Results using real speech signals are presented to illustrate the performance of the technique.
Keywords
Poincare mapping; speech coding; speech synthesis; Poincare maps; epoch detection; epoch marking; nonlinear algorithm; reconstructed attractor; speech coding; speech recognition; speech synthesis; three dimensional reconstruction; voiced speech signals; Databases; Heuristic algorithms; Signal processing algorithms; Speech; Speech coding; Speech processing; Speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location
Rhodes
Print_ISBN
978-960-7620-06-4
Type
conf
Filename
7090114
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