Title :
A speech analysis technique based on temporal and frequency masking properties of the auditory system
Author :
Aïs, OuniK ; Noureddine, Ellouze
Author_Institution :
Lab. of Syst. & Signal Process., Nat. Eng. Sch. of Tunis, Tunisia
Abstract :
A novel approach about an auditory speech analysis technique is presented in this paper. This analysis is based on an atomic decomposition of speech signal into a family of gammachirp functions. An auditory model is used to simulate the outer and middle ear filtering, the spectral behavior of the cochlea and the time domain processing of the auditory system. A spectrographic representation is finally given as an auditory image, which will be transmitted to the brain. The obtained spectrograms highlight at the same time, the harmonics of the pitch and the structure of formants. Furthermore, they present a good distinction between fricatives, which favors these auditory spectrograms versus classical short-time Fourier spectrograms.
Keywords :
Fourier transforms; audio user interfaces; speech processing; Fourier spectrograms; atomic decomposition; auditory speech analysis; auditory system; frequency masking properties; gammachirp functions; spectral behavior; spectrographic representation; speech analysis technique; temporal masking properties; time domain processing; Auditory system; Band pass filters; Bandwidth; Brain modeling; Ear; Filter bank; Frequency; Speech analysis; Speech processing; Vibrations;
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
Print_ISBN :
0-7803-7437-1
DOI :
10.1109/ICSMC.2002.1175636