• DocumentCode
    3021462
  • Title

    Recursive coding of spectrum parameters

  • Author

    Samuelsson, Jonas ; Hedelin, Per

  • Author_Institution
    Inf. Theory Lab., Chalmers Univ. of Technol., Goteborg, Sweden
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    37
  • Lastpage
    39
  • Abstract
    Estimates of optimal performance in terms of spectral distortion (SD) for first order time-recursive spectrum coders are presented. Extensions of high rate theory provides us with the formulas to calculate estimates and also tells us how to design coders with optimal VQ point density. For this purpose, the PDF of the current spectrum parameter vector, given the previous, is needed. This conditional PDF is obtained analytically from a model PDF for pairs of consecutive parameter vectors, based on Gaussian mixtures. The theory gives a lower bound of 16 bits to achieve 1 dB SD. Practical coders must base the adaptive codebook design on quantized previous vectors and experiments suggest that another 2-3 bits is needed to achieve 1 dB SD. Informal subjective tests indicate that transparent quality may be maintained at even lower rates
  • Keywords
    Gaussian processes; adaptive codes; linear predictive coding; optimisation; probability; spectral analysis; speech coding; vector quantisation; Gaussian mixtures; LP coefficient vectors; adaptive codebook design; conditional PDF; experiments; first order time-recursive spectrum coders; high rate theory; informal subjective tests; lower bound; optimal VQ point density; optimal performance; recursive coding; spectral distortion; spectrum parameter vector; spectrum parameters; speech coding; transparent quality; Capacitive sensors; Cepstral analysis; Cepstrum; Delay; Density functional theory; Distortion measurement; Filters; Predictive models; Quantization; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Speech Coding Proceedings, 1999 IEEE Workshop on
  • Conference_Location
    Porvoo
  • Print_ISBN
    0-7803-5651-9
  • Type

    conf

  • DOI
    10.1109/SCFT.1999.781476
  • Filename
    781476