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Essentially a biometric system is a pattern recognition system whichrecognizes a user by determining the authenticity of a specific anatomical orbehavioral characteristic possessed by the user. With the ever increasingintegration of computers and Internet into daily life style, it has becomenecessary to protect sensitive and personal data. This paper proposes amultimodal biometric system which incorporates more than one biometric trait toattain higher security and to handle failure to enroll situations for someusers. This paper is aimed at investigating a multimodal biometric identitysystem using Linear Discriminant Analysis as backbone to both facial and speechrecognition and implementing such system in real-time using SignalWAVE.

A Multimodal Biometric System Using Linear Discriminant Analysis For Improved Performance