• DocumentCode
    824730
  • Title

    Sinusoidal modeling using psychoacoustic-adaptive matching pursuits

  • Author

    Heusdens, Richard ; Vafin, Renat ; Kleijn, W. Bastiaan

  • Author_Institution
    Dept. of Mediamatics, Delft Univ. of Technol., Netherlands
  • Volume
    9
  • Issue
    8
  • fYear
    2002
  • Firstpage
    262
  • Lastpage
    265
  • Abstract
    We propose a segment-based matching-pursuit algorithm where the psychoacoustical properties of the human auditory system are taken into account. Rather than scaling the dictionary elements according to auditory perception, we define a psychoacoustic-adaptive norm on the signal space that can be used for assigning the dictionary elements to the individual segments in a rate-distortion optimal way. The new algorithm is asymptotically equal to signal-to-mask-ratio-based algorithms in the limit of infinite-analysis window length. However, the new algorithm provides a significantly improved selection of the dictionary elements for finite window length.
  • Keywords
    acoustic signal processing; adaptive signal processing; audio coding; hearing; rate distortion theory; speech coding; analysis-by-synthesis method; audio coding; auditory perception; dictionary elements selection; finite window length; human auditory system; infinite-analysis window length; optimal rate-distortion; psychoacoustic-adaptive matching pursuits; psychoacoustical properties; segment-based matching-pursuit algorithm; signal space; signal-to-mask-ratio-based algorithms; sinusoidal coding; sinusoidal modeling; speech coding; speech signals; Auditory system; Dictionaries; Distortion measurement; Humans; Iterative algorithms; Matching pursuit algorithms; Psychoacoustic models; Psychology; Pursuit algorithms; Speech coding;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2002.802999
  • Filename
    1034994