Title :
Multiple stage vector quantization for speech coding
Author :
Juang, Biing Hwang ; Gray, A.H., Jr.
Author_Institution :
Signal Technology Inc., Santa Barbara, CA
Abstract :
In this paper, we present a multiple stage vector quantization technique which allows easy expansion of the original vector quantizer design to operate at higher bit rates for lower distortion. The computation and storage reduction is achieved by the fact that the overall requirements are the sum of the requirements of each stage instead of an exponentially increasing function of the bit rate as in the original one stage design. In the case of Euclidean distance measures such as the log area ratio measure, experimental results show that the quantizer performance is very close to a theoretically predicted asymptotically optimal rate distortion relationship.
Keywords :
Area measurement; Bit rate; Distortion measurement; Euclidean distance; Linear predictive coding; Rate-distortion; Signal design; Speech coding; Vector quantization; Vocoders;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '82.
DOI :
10.1109/ICASSP.1982.1171604