Publications:Speaker and Digit Recognition by Audio-Visual Lip Biometrics
From ISLAB/CAISR
| Title | Speaker and Digit Recognition by Audio-Visual Lip Biometrics |
|---|---|
| Author | Maycel I. Faraj and Josef Bigun |
| Year | 2007 |
| PublicationType | Conference Paper |
| Journal | |
| HostPublication | Advances in biometrics : international conference, ICB 2007, Seoul, Korea, August 27-29, 2007 ; proceedings |
| Conference | International Conference on Biometrics Location, Seoul, SOUTH KOREA, AUG 27-29, 2007 |
| DOI | http://dx.doi.org/10.1007/978-3-540-74549-5_106 |
| Diva url | http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:239347 |
| Abstract | This paper proposes a new robust bi-modal audio visual digit and speaker recognition system by lip-motion and speech biometrics. To increase the robustness of digit and speaker recognition, we have proposed a method using speaker lip motion information extracted from video sequences with low resolution (128 ×128 pixels). In this paper we investigate a biometric system for digit recognition and speaker identification based using line-motion estimation with speech information and Support Vector Machines. The acoustic and visual features are fused at the feature level showing favourable results with digit recognition being 83% to 100% and speaker recognition 100% on the XM2VTS database. |
