• DocumentCode
    1843803
  • Title

    Self-affine modeling of speech signal in speech compression

  • Author

    Anandakumar, K. ; Kassam, Saleem A.

  • Author_Institution
    Dept. of Electr. Eng., Pennsylvania Univ., Philadelphia, PA, USA
  • Volume
    2
  • fYear
    1997
  • fDate
    2-5 Nov. 1997
  • Firstpage
    1080
  • Abstract
    We consider wavelet-based self-affine modeling of speech signals for speech compression. We propose two approaches. In the first approach, the self-affine modeling is considered for the representation of speech signal itself. In the second approach, the self-affine modeling is applied for the representation of speech excitation of a linear predictor. In both approaches, error propagation at reconstruction due to the modeling error is avoided by using a causal domain pool. We compare the performance of proposed schemes with that of the GSM 06.10 standard.
  • Keywords
    cellular radio; code standards; coding errors; data compression; fractals; land mobile radio; linear predictive coding; signal representation; speech coding; telecommunication standards; transform coding; wavelet transforms; GSM 06.10 standard; causal domain pool; error propagation; fractal self-affine modeling; linear predictor; performance; reconstruction; speech compression; speech excitation; speech signal representation; wavelet-based self-affine modeling; Continuous wavelet transforms; Discrete wavelet transforms; Equations; Fractals; GSM; Geometry; Predictive models; Signal resolution; Solid modeling; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems & Computers, 1997. Conference Record of the Thirty-First Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA, USA
  • ISSN
    1058-6393
  • Print_ISBN
    0-8186-8316-3
  • Type

    conf

  • DOI
    10.1109/ACSSC.1997.679072
  • Filename
    679072