DocumentCode
1031141
Title
Fast search techniques for use in vector quantisation and related pattern matching applications
Author
Kaouri, H.A. ; McCanny, J.V. ; Millar, W.
Author_Institution
Queen´s University of Belfast, Department of Electrical & Electronic Engineering, Belfast, UK
Volume
23
Issue
7
fYear
1987
Firstpage
311
Lastpage
312
Abstract
Two techniques for the design and fast search of a vector quantiser codebook are proposed. These classify speech data vectors according to (i) the sign and (ii) the slope between successive samples. With both techniques the performance obtained is superior to that obtained from a conventional gain/shape vector quantiser and comparable to that of a full search vector quantiser. A major attraction of both approaches is that they significantly reduce the number of computations required for the codebook search.
Keywords
bandwidth compression; computerised pattern recognition; computerised picture processing; computerised signal processing; data compression; speech analysis and processing; classify speech data vectors; codebook search; computation reduction; fast search techniques; pattern matching applications; performance; sign; slop between successive samples; vector quantisation; vector quantiser codebook;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19870231
Filename
4257559
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