DocumentCode
1257590
Title
Robustness of group-delay-based method for extraction of significant instants of excitation from speech signals
Author
Murthy, P. Satyanarayana ; Yegnanarayana, B.
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol., Madras, India
Volume
7
Issue
6
fYear
1999
fDate
11/1/1999 12:00:00 AM
Firstpage
609
Lastpage
619
Abstract
We study the robustness of a group-delay-based method for determining the instants of significant excitation in speech signals. These instants correspond to the instants of glottal closure for voiced speech. The method uses the properties of the global phase characteristics of minimum phase signals. Robustness of the method against noise and distortion is due to the fact that the average phase characteristics of a signal is determined mainly by the strength of the excitation impulse. The strength of excitation is determined by the energy of the residual error signal around the instant of excitation. We propose a measure for the strength of the excitation based on Frobenius norm of the differenced signal. The robustness of the group-delay-based method is illustrated for speech under different types of degradations and for speech from different speakers
Keywords
delays; feature extraction; matrix algebra; noise; prediction theory; reverberation; speech processing; Frobenius norm; differenced signal; distortion robustness; excitation impulse strength; global phase characteristics; glottal closure; group-delay-based method; minimum phase signals; noise robustness; prediction matrix; residual error signal energy; reverberation; significant excitation instants extraction; speech signals; voiced speech; Acoustic noise; Additive noise; Degradation; Distortion measurement; Noise robustness; Phase distortion; Phase noise; Speech analysis; Speech enhancement; Speech synthesis;
fLanguage
English
Journal_Title
Speech and Audio Processing, IEEE Transactions on
Publisher
ieee
ISSN
1063-6676
Type
jour
DOI
10.1109/89.799686
Filename
799686
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