A Method to Integrate GMM, SVM and DTW for Speaker Recognition

A Method to Integrate GMM, SVM and DTW for Speaker Recognition

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This paper develops an effective and efficient scheme to integrate Gaussian mixture model (GMM), support vector machine (SVM), and dynamic time wrapping (DTW) for automatic speaker recognition. GMM and SVM are two popular classifiers for speaker recognition applications. DTW is a fast and simple tem...

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Bibliographic Details
Main Authors: Ing-Jr Ding, Chih-Ta Yen, Da-Cheng Ou
Format: Article
Language:English
Published: Taiwan Association of Engineering and Technology Innovation 2014-01-01
Series:International Journal of Engineering and Technology Innovation
Subjects:
Gaussian mixture model
support vector machine
dynamic time wrapping
speaker recognition
SVMGMM-DTW
Online Access:http://sparc.nfu.edu.tw/~ijeti/download/V4-no1-38-47.pdf

Internet

http://sparc.nfu.edu.tw/~ijeti/download/V4-no1-38-47.pdf

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