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The task of developing automatic speaker verification (ASV) system for security application is of considerable importance. This paper aims at developing a fusion strategy which combines both magnitude and phase information of the speech signal which yields a better performance when compared to conventional individual features. This paper employs Mel frequency cepstral coefficients (MFCC) and modified...