• DocumentCode
    1676919
  • Title

    Likelihood codebook reordering vector quantization

  • Author

    Chu Meh Chu ; Anderson, David V.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
  • fYear
    2013
  • Firstpage
    5114
  • Lastpage
    5117
  • Abstract
    In this paper, a reordering vector quantization algorithm based on conditional probabilities of a codebook transition matrix is implemented. The dynamic reordering of the codebook dramatically decreases the entropy for temporally structured sources, enabling a second stage of entropy coding to further improve the efficiency of VQ. Results from synthetic, Markov sources and speech sources are shown to outperform other baseline vector quantization algorithms.
  • Keywords
    entropy codes; matrix algebra; vector quantisation; Markov sources; baseline vector quantization algorithms; codebook transition matrix; conditional probabilities; dynamic reordering; entropy coding; likelihood codebook reordering vector quantization; reordering vector quantization algorithm; speech sources; structured sources; Correlation; Heuristic algorithms; Histograms; Indexes; Speech; Vector quantization; Vectors; compression; entropy coding; vector quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2013.6638636
  • Filename
    6638636