Title :
Synthesis and coding of continuous speech with the nonlinear oscillator model
Author_Institution :
Inst. of Commun. & High-Frequency Eng., Vienna Univ. of Technol., Austria
Abstract :
The nonlinear oscillator model for speech signals has been previously applied to time-scale modification of speech. We report on the application of the model to speech synthesis and waveform coding. For speech synthesis, a new radial basis function representation of the oscillator feedback nonlinearity is introduced. The local approximation properties of this representation have been investigated and it is shown how it can be adapted to continuous speech on a frame-by-frame basis. For speech coding, synchronization of the nonlinear oscillator model to the original waveform is demonstrated and applied in the design of a new backward-adaptive speech coding system
Keywords :
adaptive codes; approximation theory; feedback oscillators; feedforward neural nets; speech coding; speech processing; speech synthesis; synchronisation; backward-adaptive speech coding system; continuous speech coding; continuous speech synthesis; local approximation properties; nonlinear oscillator model; oscillator feedback nonlinearity; radial basis function representation; speech signals; synchronization; time-scale modification; waveform coding; Chaos; Delay; Oscillators; Output feedback; Predictive models; Signal synthesis; Speech coding; Speech synthesis; Synthesizers; Time domain analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3192-3
DOI :
10.1109/ICASSP.1996.540409