Title :
On tree codebook design for vector quantization of speech
Author_Institution :
ITT Defense Commun. Div., Nutley, NJ, USA
fDate :
28 Nov-1 Dec 1988
Abstract :
Two tree codebooks designed following both a forward and a backward path are discussed and their performances are compared. The algorithm used is a systematic procedure that minimizes the guesswork during codebook initialization. Two different features, LSFS (line-spectrum frequencies) and reflection coefficients, are used in the design. The results showed that S/N (signal/noise) performances are close for the two tree codebooks and the full-search codebook. However, the codebook designed using LSFS has a significant gain in S/N over that designed using reflection coefficients
Keywords :
analogue-digital conversion; codes; speech analysis and processing; trees (mathematics); codebook initialization; full-search codebook; line-spectrum frequencies; reflection coefficients; speech; tree codebook design; vector quantization; Algorithm design and analysis; Books; Clustering algorithms; Design optimization; Frequency; Iterative algorithms; Oral communication; Reflection; Speech; Vector quantization;
Conference_Titel :
Global Telecommunications Conference, 1988, and Exhibition. 'Communications for the Information Age.' Conference Record, GLOBECOM '88., IEEE
Conference_Location :
Hollywood, FL
DOI :
10.1109/GLOCOM.1988.25908