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
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;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389258