Title :
Robust LPC analysis and synthesis using the KL transformation of acoustic subwords spectra
Author :
Algazi, V.R. ; Chung, Shi-Uk ; Ready, Michael J. ; Brown, Kathy L.
Author_Institution :
Center for Image Process. & Integrated Comput., California Univ., Davis, CA, USA
Abstract :
The authors propose a novel approach to the modeling and estimation of the speech spectral envelope over acoustic subwords that exhibits robust performance in noise. The technique exploits the underlying signal structure of speech to improve parameter estimates, and it uses the perceptual properties of hearing to decrease the computational requirements in a perceptually meaningful way. The approach provides a considerable speech quality improvement over other methods
Keywords :
encoding; filtering and prediction theory; parameter estimation; speech analysis and processing; KL transformation; LPC analysis; LPC synthesis; acoustic subwords; linear predictive coding; noise; parameter estimation; robust performance; speech quality improvement; speech spectral envelope; Acoustic noise; Linear predictive coding; Parameter estimation; Robustness; Speech analysis; Speech coding; Speech enhancement; Speech processing; Speech synthesis; Working environment noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location :
Glasgow
DOI :
10.1109/ICASSP.1989.266465