DocumentCode
703524
Title
The performance of a novel pre-processor for the learning vector quantisation classifier
Author
Kelleher, H. ; Chilton, E.
Author_Institution
Sch. of Electron. Eng., Inf. Technol. & Math., Univ. of Surrey, Guildford, UK
fYear
1998
fDate
8-11 Sept. 1998
Firstpage
1
Lastpage
4
Abstract
In this paper a novel pre-processing technique, known as the pseudo-cepstrum, is described. The technique is applied to a speaker independent, continuous speech recogniser, using Learning Vector Quantisation (LVQ) for the classification stage. The results of a set of performance comparisons between the pseudo-cepstrum, the conventional log-cepstrum and linear prediction will be presented. For each of these three pre-processors the effect of using a mixture of instantaneous, and first and second time differences are investigated. It will be shown that the pseudo-cepstrum, using a mixture of instantaneous and first time differences gives superior results. When this is translated into the lip shape classification, which is the intended output of this recognition system, the results are further improved.
Keywords
program processors; speaker recognition; speech coding; vector quantisation; LVQ; conventional log-cepstrum; first time difference; instantaneous difference; learning vector quantisation classifier; linear prediction; lip shape classification; pre-processing technique; pre-processor; pseudo-cepstrum; second time difference; speaker independent continuous speech recogniser; Cepstrum; Shape; Speech; Speech recognition; Training; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location
Rhodes
Print_ISBN
978-960-7620-06-4
Type
conf
Filename
7089995
Link To Document