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Evaluation of Fuzzy and C_mean Clustering Methods used to Generate Voiceprint

Journal: International Journal of Computer Science and Mobile Computing - IJCSMC (Vol.9, No. 1)

Publication Date:

Authors : ; ; ; ;

Page : 75-83

Keywords : Voice signal; voiceprint; C_mean; fuzzy c_mean; cluster; centroid; speedup;

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Among biometric authentication methods, including fingerprint scanning, facial recognition and iris scanning, voice recognition ranked at the second-highest preference. In this paper we will introduce c_mean and fuzzy c_mean clustering methods. Different voice signals will be clusterized to get some features for each voice signal; it will be shown that using both methods we will get unique features for each voice signal, allowing us to identify a person and the spoken word.

Last modified: 2020-01-16 17:59:27