DocumentCode :
977746
Title :
Determination of instants of significant excitation in speech using group delay function
Author :
Smits, Roel ; Yegnanarayana, B.
Author_Institution :
Inst. for Peception Res., Eindhoven, Netherlands
Volume :
3
Issue :
5
fYear :
1995
fDate :
9/1/1995 12:00:00 AM
Firstpage :
325
Lastpage :
333
Abstract :
A new method for determining the instants of significant excitation in speech signals is proposed. In the paper, significant excitation refers primarily to the instant of glottal closure within a pitch period in voiced speech. The method is based on the global phase characteristics of minimum phase signals. The average slope of the unwrapped phase of the short-time Fourier transform of linear prediction residual is calculated as a function of time. Instants where the phase slope function makes a positive zero-crossing are identified as significant excitations. The method is discussed in a source-filter context of speech production. The method is not sensitive to the characteristics of the filter. The influence of the type, length, and position of the analysis window is discussed. The method works well for all types of voiced speech in male as well as female speech but, in all cases, under noise-free conditions only
Keywords :
Fourier transforms; filtering theory; prediction theory; speech processing; analysis window; female speech; global phase characteristics; glottal closure; group delay function; linear prediction residual; male speech; minimum phase signals; noise-free conditions; phase slope function; pitch period; positive zero-crossing; short-time Fourier transform; significant excitation instants; source-filter; speech production; unwrapped phase; voiced speech; Computer science; Delay; Educational institutions; Filters; Fourier transforms; Information analysis; Region 2; Signal analysis; Speech analysis; Speech synthesis;
fLanguage :
English
Journal_Title :
Speech and Audio Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6676
Type :
jour
DOI :
10.1109/89.466662
Filename :
466662
Link To Document :
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