• DocumentCode
    2857261
  • Title

    Nonuniform filterbank design for audio signal modeling

  • Author

    Goodwin, Michael

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
  • fYear
    1996
  • fDate
    3-6 Nov. 1996
  • Firstpage
    1229
  • Abstract
    In audio analysis-synthesis based on the sinusoidal model, the signal can be represented as the sum of a deterministic component, which consists of a sum of sinusoids, and a stochastic component, which is a broadband noiselike process, for instance breath noise in a flute. In coding applications, a signal estimate based solely on the deterministic component is often used. For high-fidelity synthesis, however the stochastic component must also be modeled and incorporated into the signal reconstruction. This paper presents a simple approach for designing a nonuniform filterbank based on the properties of the human auditory system; the short-term energies of the subband signals of the nonuniform filterbank provide an effective parameterization of the stochastic component of the signal model.
  • Keywords
    acoustic signal processing; audio coding; audio signals; band-pass filters; filtering theory; hearing; signal reconstruction; signal representation; signal synthesis; stochastic processes; audio analysis-synthesis; audio signal modeling; breath noise; broadband noiselike process; coding applications; deterministic component; flute; high-fidelity synthesis; human auditory system; nonuniform filterbank design; short-term energies; signal estimate; signal model parameters; signal reconstruction; signal representation; sinusoidal model; stochastic component; subband signals; Auditory system; Filter bank; Humans; Signal analysis; Signal design; Signal processing; Signal reconstruction; Signal synthesis; Stochastic resonance; Stochastic systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 1996. Conference Record of the Thirtieth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA, USA
  • ISSN
    1058-6393
  • Print_ISBN
    0-8186-7646-9
  • Type

    conf

  • DOI
    10.1109/ACSSC.1996.599141
  • Filename
    599141