• 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