DocumentCode :
2958417
Title :
A time frequency representations of speech signals based on a modeling of the auditory system: the gammagrams
Author :
Brahim, B.R. ; Ouni, Kais ; Ellouze, Noureddine
Author_Institution :
Laboratoire des Syst. et Traitement du Signal, Ecole Nat. d´´Ingenieurs de Tunis, Tunisia
fYear :
2004
fDate :
2004
Firstpage :
635
Lastpage :
638
Abstract :
In this paper we present a study of the temporal and spectral human auditory masking phenomena for speech signal analysis. For the purpose of modeling these masking phenomena, we used a gammachirp filterbank [T. Irino and M. Unoki, Nov. 1999], [T. Irino, 1999] to model the spectral masking and a temporal window to model the temporal masking. A global model combining these two models was built for a spectro-temporal representation. We performed a comparison of two types of spectro-temporal representations called gammagrams. The first one is based only on a gammachirp filterbank and the second is based on the global model. In addition, we performed some series of tests on different speech signals for establishing examples of masking effect curves.
Keywords :
audio signal processing; channel bank filters; signal representation; speech intelligibility; speech processing; time-frequency analysis; gammachirp filterbank; gammagrams; human auditory masking phenomena; spectral masking; speech signal analysis; temporal masking; time frequency representations; Auditory system; Filter bank; Humans; Notice of Violation; Performance evaluation; Signal analysis; Speech analysis; Speech coding; Testing; Time frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Communications and Signal Processing, 2004. First International Symposium on
Print_ISBN :
0-7803-8379-6
Type :
conf
DOI :
10.1109/ISCCSP.2004.1296480
Filename :
1296480
Link To Document :
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