DocumentCode
1657741
Title
Application of GMM in the Speaker Identification System
Author
Zeng Chun ; Li Zhong
Author_Institution
Chongqing Technol. & Bus. Inst., Chongqing, China
fYear
2011
Firstpage
1
Lastpage
4
Abstract
This paper discusses the application of speaker identification technology from several aspects such as speaker identification using GMM, optimization of identification method, system implement and experimental result, and analyzes application prospects of CMM in the speaker identification system.
Keywords
Gaussian processes; optimisation; speaker recognition; GMM application; Gaussian mixture model; identification method optimization; speaker identification system; Covariance matrix; Databases; Educational institutions; Maximum likelihood estimation; Speaker recognition; Speech;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications, Networking and Mobile Computing (WiCOM), 2011 7th International Conference on
Conference_Location
Wuhan
ISSN
2161-9646
Print_ISBN
978-1-4244-6250-6
Type
conf
DOI
10.1109/wicom.2011.6040643
Filename
6040643
Link To Document