• DocumentCode
    701525
  • Title

    Quantization of the LPC model with the reconstruction error distortion measure

  • Author

    Erkelens, Jan S. ; Broersen, Piet M.T.

  • Author_Institution
    Delft University of Technology, Department of Applied Physics, P.O. Box 5046, 2600 GA Delft, The Netherlands
  • fYear
    1996
  • fDate
    10-13 Sept. 1996
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In Linear Predictive Coding algorithms, the coding of the speech signal consists of two separate stages: coding of the LPC model and coding of the excitation. In CELP, the LPC excitation is coded by Analysis-by-Synthesis in the reconstruction domain, not by minimization of the error in the LPC residual domain. Commonly used distortion measures for quantization of the LPC spectral model are the Spectral Distortion and the Likelihood Ratio. For small quantization errors, they belong to a class of similar distortion measures which express an error in the residual domain. A new spectral distortion measure is proposed, the Reconstruction Error Distortion measure, which expresses an error in the reconstruction domain. Preliminary results indicate that about five bits per frame can be gained with this new measure, without a loss in subjective quality.
  • Keywords
    Computational modeling; Distortion measurement; Measurement uncertainty; Quantization (signal); Speech; Speech coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    European Signal Processing Conference, 1996. EUSIPCO 1996. 8th
  • Conference_Location
    Trieste, Italy
  • Print_ISBN
    978-888-6179-83-6
  • Type

    conf

  • Filename
    7083252