Title :
Vector quantization of speech waveforms
Author :
Abut, H. ; Gray, R.M. ; Rebolledo, G.
Author_Institution :
National Semiconductor Corp., Santa Clara, CA
Abstract :
An algorithm for the design of locally optimum vector quantizers relative to a distortion measure is used to design and simulate vector quantizers for both real sampled speech and for speech-like waveforms produced by a tenth order autoregressive random process with matching autocorrelation. Both squared-error and a weighted squared error were considered. The experimental results were compared with performance bounds from rate distortion theory based on the autoregressive model.
Keywords :
Algorithm design and analysis; Autocorrelation; Covariance matrix; Distortion measurement; Loudspeakers; Random processes; Speech coding; Speech processing; Symmetric matrices; Vector quantization;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '81.
DOI :
10.1109/ICASSP.1981.1171325