• DocumentCode
    3168290
  • Title

    Audio coding using steady state harmonics and residuals

  • Author

    Hamdy, Khaled N. ; Tewfik, Ahmed H.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Minnesota Univ., Minneapolis, MN, USA
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    197
  • Lastpage
    202
  • Abstract
    In this paper, we solve the problem of inter and intra-frame frequency leakage in harmonic based audio coding approaches. Specifically, we first use an FFT to estimate the harmonic parameters. Because of the limited frequency resolution of the windowed FFT, there is an uncertainty in the measured frequency within one frequency bin. To minimize this uncertainty, we use these estimates as seeds to a minimum least squares problem and solve for the optimal harmonic parameters. The resulting residual should be essentially free of harmonics and consist of only attacks and noise. We are preserving the attacks and coding them separately. The resulting residual noise is modeled and coded using wavelet transforms and noise modeling. We also present a solution to the problem of inter-frame frequency fading and highlight the benefit of using a rectangular coordinate representation of the harmonic data. The improved coder that we propose can be viewed as an object based approach to audio coding and leads to perceptually pleasant progressive transmission and representation schemes for multimedia applications
  • Keywords
    audio coding; fast Fourier transforms; harmonic analysis; least mean squares methods; noise; parameter estimation; signal representation; transform coding; wavelet transforms; FFT; harmonic based audio coding; harmonic parameters; inter-frame frequency leakage; intra-frame frequency leakage; minimum least squares problem; multimedia applications; noise modeling; object based approach; optimal harmonic parameters; rectangular coordinate representation; residual noise; residuals; steady state harmonics; wavelet transforms; Audio coding; Discrete wavelet transforms; Frequency; Harmonic analysis; Signal analysis; Signal synthesis; Speech analysis; Speech synthesis; Steady-state; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Signal Processing, 1999 IEEE 3rd Workshop on
  • Conference_Location
    Copenhagen
  • Print_ISBN
    0-7803-5610-1
  • Type

    conf

  • DOI
    10.1109/MMSP.1999.793820
  • Filename
    793820