• DocumentCode
    290036
  • Title

    Time-scale modification of speech based on a nonlinear oscillator model

  • Author

    Kubin, Gernot ; Kleijn, W. Bastiaan

  • Author_Institution
    Inf. Principles Res. Lab., AT&T Bell Labs., Murray Hill, NJ, USA
  • Volume
    i
  • fYear
    1994
  • fDate
    19-22 Apr 1994
  • Abstract
    Introduces a new signal model for speech: a nonlinear oscillator with a slowly time-varying state-space representation produces the full speech waveform at its output. Short-time stationary intervals of the waveform are interpreted as (transient) attractors of the underlying dynamical system. The model is adapted by building a `state-transition codebook´ (a table of all possible state transitions) for each speech frame. As a first test for the model the authors have developed a novel time-scale modification method for speech. This method produces high quality output at moderate computational cost
  • Keywords
    feedback oscillators; nonlinear dynamical systems; speech coding; speech processing; state-space methods; waveform analysis; nonlinear oscillator model; short-time stationary intervals; signal model; slowly time-varying state-space representation; speech frame; speech waveform; state-transition codebook; time-scale modification; transient attractors; Chaotic communication; Ear; IIR filters; Linear systems; Nonlinear dynamical systems; Oscillators; Predictive models; Speech coding; Speech synthesis; State feedback;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
  • Conference_Location
    Adelaide, SA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-1775-0
  • Type

    conf

  • DOI
    10.1109/ICASSP.1994.389258
  • Filename
    389258