DocumentCode
2958455
Title
Speech analysis using wavelet transforms dedicated to cochlear prosthesis stimulation strategy
Author
Cheikhrouhou, Imene ; Atitallah, R.B. ; Ouni, Kais ; Hamida, A.B. ; Mamoudi, Nouri ; Ellouze, Noureddine
Author_Institution
Laboratoire d´´Electronique et des Technol. de l´´Information, ENIS, Sfax, Tunisia
fYear
2004
fDate
2004
Firstpage
639
Lastpage
642
Abstract
In this article, we studied speech analysis using wavelet transforms in order to conceive a flexible stimulation strategy for cochlear prostheses. In our first experiment, we used two types of wavelets that are convenient for such speech analysis. This was based on parameterisation techniques of word by using bank filtering methodology. However, the constructed filters had the considered wavelets´ shape impulse response. In fact, as a first experimentation, Morlet wavelet shape was tested and compared to gammachirp wavelet shape. Two filter bank models were then conceived according to these two wavelet shapes in order to apply numerical filtering. Our purpose is to exploit such filtering for constructing a completely flexible cochlea´s stimulation strategy. So, this would be very useful for specifying performances of each of these two analyses and for providing comparisons that would be useful for an ulterior strategy implementation on the prosthesis external part.
Keywords
channel bank filters; hearing aids; speech synthesis; wavelet transforms; Morlet wavelet shape; bank filtering methodology; cochlear prosthesis stimulation strategy; gammachirp wavelet shape; speech analysis; wavelet transforms; Continuous wavelet transforms; Discrete wavelet transforms; Filter bank; Filtering; Frequency; Prosthetics; Shape; Speech analysis; Wavelet analysis; Wavelet transforms;
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.2004.1296482
Filename
1296482
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