DocumentCode
3453865
Title
The Improved VQ Algorithm for Speaker Recognition
Author
Huo Chunbao ; Shao Yan ; Gao XuGuang
Author_Institution
Electron. & Inf. Eng. Coll., Liaoning Univ. of Technol., Jinzhou, China
fYear
2009
fDate
7-9 Dec. 2009
Firstpage
997
Lastpage
1000
Abstract
VQ is a universal algorithm for speaker recognition. In this paper, we propose an improved VQ algorithm with the new weighted measure, which takes into account the correlations between inter- and intra- space of vectors. A series of Matlab experiments are implemented, and the experiment results show that the new VQ algorithm enhances the speaker difference and boosts the rate of the speaker recognition.
Keywords
speaker recognition; vector quantisation; Matlab; improved VQ algorithm; speaker difference; speaker recognition; Books; Educational institutions; Electronic equipment testing; Extraterrestrial measurements; Lagrangian functions; Partitioning algorithms; Size measurement; Space technology; Speaker recognition; Weight measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovative Computing, Information and Control (ICICIC), 2009 Fourth International Conference on
Conference_Location
Kaohsiung
Print_ISBN
978-1-4244-5543-0
Type
conf
DOI
10.1109/ICICIC.2009.357
Filename
5412222
Link To Document