Robustness of group-delay-based method for extraction of significant instants of excitation from speech signals

Citation
Ps. Murthy et B. Yegnanarayana, Robustness of group-delay-based method for extraction of significant instants of excitation from speech signals, IEEE SPEECH, 7(6), 1999, pp. 609-619
Citations number
24
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING
ISSN journal
10636676 → ACNP
Volume
7
Issue
6
Year of publication
1999
Pages
609 - 619
Database
ISI
SICI code
1063-6676(199911)7:6<609:ROGMFE>2.0.ZU;2-9
Abstract
In this paper, we study the robustness of a group-delay-based method for de termining the instants of significant excitation in speech signals. These i nstants correspond to the instants of glottal closure for voiced speech, Th e method uses the properties of the global phase characteristics of minimum phase signals. Robustness of the method against noise and distortion is du e to the fact that the average phase characteristics of a signal is determi ned mainly by the strength of the excitation impulse. The strength of excit ation is determined by the energy of the residual error signal around the i nstant of excitation. We propose a-measure for the strength of the excitati on based on Frobenius norm of the differenced signal. The robustness of the group-delay-based method is illustrated for speech under different types o f degradations and for speech from different speakers.