An Efficient Approach to Multi-modal Person Identity Verification by Fusing Face and Voice Information
Resource
IEEE International Conference on Multimedia & Expo, ICME
Journal
2005 IEEE International Conference on Multimedia and Expo
Pages
542-545
Date Issued
2005
Date
2005
Author(s)
Abstract
This paper presents an effective method to combine speech recognition, speaker verification and face verification for biometric authentication. Our method provides a light-weight enrollment process and an easy-to-use verification interface. A multi-face/single-sentence strategy is used to combine voice and face verification modules, and support vector machine is employed for information fusion. Experimental results show that our method can achieve high verification accuracies
SDGs
Type
conference paper
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