• DocumentCode
    1728767
  • Title

    Rate distortion performance bounds for wideband speech

  • Author

    Gibson, Jerry D. ; Li, Ying-Yi

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of California, Santa Barbara, CA, USA
  • fYear
    2012
  • Firstpage
    186
  • Lastpage
    191
  • Abstract
    We develop new rate distortion bounds for wideband speech sources based on phonetically-motivated composite source models, conditional rate distortion theory, and perceptual wideband PESQ (WPESQ) distortion measures. The approach is to calculate rate distortion bounds for MSE distortion for each subsource of the composite source model and use conditional rate distortion theory to calculate the MSE R(D) for the composite source. Since MSE is not a useful distortion measure for today´s best-performing voice codecs, we generate a mapping of MSE-to-WPESQ using fully backward adaptive waveform coders, which have MSE distortion values that correctly order their performance, and for which WPESQ values can be generated. We generate the final rate distortion functions with the mapping and show that our new rate distortion curves lower bound the performance of the best known standardized wideband speech codecs.
  • Keywords
    rate distortion theory; speech codecs; waveform analysis; MSE distortion; WPESQ distortion measures; composite source model; conditional rate distortion theory; fully backward adaptive waveform coder; perceptual wideband PESQ distortion measures; phonetically-motivated composite source model; rate distortion curves; rate distortion performance bounds; voice codecs; wideband speech codec; wideband speech sources; Distortion measurement; Rate-distortion; Speech; Speech codecs; Speech coding; Wideband; Rate distortion bounds; Speech codec performance; Speech coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory and Applications Workshop (ITA), 2012
  • Conference_Location
    San Diego, CA
  • Print_ISBN
    978-1-4673-1473-2
  • Type

    conf

  • DOI
    10.1109/ITA.2012.6181803
  • Filename
    6181803