Title :
Sinusoidal modeling and modification of unvoiced speech
Author :
Macon, Michael W. ; Clements, Mark A.
Author_Institution :
Oregon Graduate Inst. of Sci. & Technol., Portland, OR, USA
fDate :
11/1/1997 12:00:00 AM
Abstract :
Although sinusoidal models have been shown to be useful for time-scale and pitch modification of voiced speech, objectionable artifacts often arise when such models are applied to unvoiced speech. This article presents a sinusoidal model-based speech modification algorithm that preserves the natural character of unvoiced speech sounds after pitch and time-scale modification, eliminating commonly encountered artifacts. This advance is accomplished via a perceptually motivated modulation of the sinusoidal component phases that mitigates artifacts in the reconstructed signal after time-scale and pitch modification
Keywords :
modulation; signal reconstruction; speech processing; speech synthesis; analysis by synthesis/overlap add; artifacts; perceptually motivated modulation; pitch modification; signal reconstruction; sinusoidal component phases; sinusoidal modeling; speech modification algorithm; time-scale modification; unvoiced speech sounds; voiced speech; Frequency; Image reconstruction; Phase modulation; Phase noise; Power harmonic filters; Signal processing; Signal synthesis; Speech coding; Speech synthesis; Stochastic resonance;
Journal_Title :
Speech and Audio Processing, IEEE Transactions on