Title :
Application of GMM in the Speaker Identification System
Author :
Zeng Chun ; Li Zhong
Author_Institution :
Chongqing Technol. & Bus. Inst., Chongqing, China
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;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing (WiCOM), 2011 7th International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-6250-6
DOI :
10.1109/wicom.2011.6040643
