Title :
Challenge-based speaker recognition for mobile authentication
Author :
Baloul, M. ; Cherrier, E. ; Rosenberger, C.
Author_Institution :
Univ. de Caen Basse-Normandie, Caen, France
Abstract :
User authentication is a major trend to guarantee the security of electronic transactions when using mobile devices such as tablets or mobile phones. Biometrics is for us the only real user authentication method. In this article, we propose to realize a speaker recognition approach to achieve this goal. We use a challenge-based method to avoid the replay attack (especially if the impostor has recorded the user´s voice). In this case, free text recognition is realized. Experimental results on the CMU database show very good results, while providing low computation times.
Keywords :
authorisation; biometrics (access control); mobile computing; speaker recognition; text analysis; transaction processing; CMU database; biometrics; challenge-based speaker recognition; computation times; electronic transaction security; free-text recognition; mobile authentication; mobile devices; mobile phones; replay attack avoidance; tablets; user voice recording; Authentication; Biometrics (access control); Computational modeling; Databases; Feature extraction; Mel frequency cepstral coefficient; Speaker recognition;
Conference_Titel :
Biometrics Special Interest Group (BIOSIG), 2012 BIOSIG - Proceedings of the International Conference of the
Conference_Location :
Darmstadt
Print_ISBN :
978-1-4673-1010-9