• DocumentCode
    1009709
  • Title

    Determining local transientness of audio signals

  • Author

    Molla, Stéphane ; Torrésani, Bruno

  • Author_Institution
    LATP, CMI, Marseille, France
  • Volume
    11
  • Issue
    7
  • fYear
    2004
  • fDate
    7/1/2004 12:00:00 AM
  • Firstpage
    625
  • Lastpage
    628
  • Abstract
    We describe a new method for estimating the degree of "transientness" and "tonality" of a class of compound signals involving simultaneously transient and harmonic features. The key assumption is that both transient and tonal layers admit sparse expansions, respectively in wavelet and local cosine bases. The estimation is performed using particular form of entropy (or theoretical dimension) functions. We provide theoretical estimates on the behavior of the proposed estimators, as well as numerical simulations. Audio signal coding provides a natural field of application.
  • Keywords
    audio coding; harmonic analysis; transform coding; transient analysis; audio signal coding; entropy; harmonic feature; local cosine basis; tonality estimation; transientness estimation; wavelet basis; Context modeling; Entropy; Estimation theory; Image coding; Image edge detection; Measurement standards; Numerical simulation; Random variables; Signal detection; Signal processing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2004.830110
  • Filename
    1306479