DocumentCode :
2257084
Title :
Poincare maps and pitch detection in speech
Author :
Mann, Iain ; Mclaughlin, Steve
Author_Institution :
Dept. of Electr. Eng., Edinburgh Univ., UK
fYear :
1997
fDate :
35765
Firstpage :
42491
Lastpage :
42495
Abstract :
A novel nonlinear algorithm is proposed for epoch marking in voiced speech signals. In speech coding, synthesis and recognition epoch detection is necessary, as it estimates the moment of glottal closure and the instantaneous pitch. The technique functions entirely in the state space, by operating on a 3 dimensional reconstruction of the speech signal which is formed by embedding. The fact that one revolution of this reconstructed attractor is equal to one pitch period is used to find points which are pitch synchronous by the use of a Poincare section. The epoch pulses are pitch synchronous and therefore can be marked. Results from applying the technique to real speech signals are presented to illustrate its performance
Keywords :
speech coding; 3D speech reconstruction; Poincare maps; embedding; epoch detection; epoch marking; glottal closure; instantaneous pitch; nonlinear algorithm; performance; pitch detection; pitch period; pitch synchronous epoch pulses; real speech signals; reconstructed attractor; speech coding; speech recognition; speech synthesis; state space; voiced speech signals;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Signals Systems and Chaos (Ref. No. 1997/393), IEE Colloquium on
Conference_Location :
London
Type :
conf
DOI :
10.1049/ic:19971372
Filename :
666537
Link To Document :
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