• 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