Evaluation of Fuzzy and C_mean Clustering Methods used to Generate Voiceprint

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.