Speaker Recognition for Mobile User Authentication

This paper deals with a biometric solution for authentication on mobile devices. Among the possible biometric modalities, speaker recognition seems the most natural choice for a mobile phone. This work lies in the continuation of our previous work [1], where we evaluated a candidate algorithm in terms of performance and time processing. The proposed solution is implemented here as an Android application. Its performances are evaluated both on a public database and on an own made database. The obtained results are promising for well chosen parameters set, with an Equal Error Rate (EER) value of 4.52%.

[1]  Shahram Orandi,et al.  Mobile ID device best practice recommendation version 1.0 , 2009 .

[2]  Ahsanul Kabir.  Vector Quantization In Text Dependent Automatic Speaker Recognition Using Mel-frequency Cepstrum Coefficient , 2007 .

[3]  Vassilis Kekatos,et al.  Combined Speech Recognition and Speaker Verification over the Fixed and Mobile Telephone Networks , 2006, SPPRA.

[4]  Stan Davis,et al.  Comparison of Parametric Representations for Monosyllabic Word Recognition in Continuously Spoken Se , 1980 .

[5]  Cheng-Jung Tsai,et al.  A graphical-based password keystroke dynamic authentication system for touch screen handheld mobile devices , 2012, J. Syst. Softw..

[6]  Shuo Wang,et al.  Biometrics on mobile phone , 2011 .

[7]  Matti Pietikäinen,et al.  Face and Eye Detection for Person Authentication in Mobile Phones , 2007, 2007 First ACM/IEEE International Conference on Distributed Smart Cameras.

[8]  Kwontaeg Choi,et al.  Realtime training on mobile devices for face recognition applications , 2011, Pattern Recognit..

[9]  Biing-Hwang Juang,et al.  A vector quantization approach to speaker recognition , 1985, ICASSP '85. IEEE International Conference on Acoustics, Speech, and Signal Processing.

[10]  I. Elamvazuthi,et al.  Voice Recognition Algorithms using Mel Frequency Cepstral Coefficient (MFCC) and Dynamic Time Warping (DTW) Techniques , 2010, ArXiv.

[11]  Javier Guerra-Casanova,et al.  Hand Biometrics in Mobile Devices , 2011 .

[12]  Christophe Rosenberger,et al.  Challenge-based speaker recognition for mobile authentication , 2012, 2012 BIOSIG - Proceedings of the International Conference of Biometrics Special Interest Group (BIOSIG).

[13]  Jin-Suk Kang,et al.  Mobile iris recognition systems: An emerging biometric technology , 2010, ICCS.

[14]  Sungzoon Cho,et al.  Keystroke dynamics-based authentication for mobile devices , 2009, Comput. Secur..

[15]  Haizhou Li,et al.  An overview of text-independent speaker recognition: From features to supervectors , 2010, Speech Commun..

[16]  Robert M. Gray,et al.  An Algorithm for Vector Quantizer Design , 1980, IEEE Trans. Commun..

[17]  Mohammad Omar Derawi.  Biometric options for mobile phone authentication , 2011 .

[18]  Sébastien Marcel,et al.  A Fast Parts-Based Approach to Speaker Verification Using Boosted Slice Classifiers , 2012, IEEE Transactions on Information Forensics and Security.

[19]  Steven Furnell,et al.  Advanced user authentication for mobile devices , 2007, Comput. Secur..