Probabilistic random projections and speaker verification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4642 LNCS, Issue , 2007, Pages 445-454

  Ying, Chong Lee ^a   Jin, Andrew Teoh Beng ^b  

^a MULTIMEDIA UNIVERSITY   (Malaysia)

^b Yonsei University   (South Korea)

Author keywords

Cancellable biometrics; Probabilistic random projections; Speaker verification

Indexed keywords

BIOMETRICS; RANDOM PROCESSES; SPEECH RECOGNITION; TWO DIMENSIONAL;

CANCELLABLE BIOMETRICS; PROBABILISTIC RANDOM PROJECTIONS; SPEAKER VERIFICATION;

AUTHENTICATION;

EID: 37849030222     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74549-5_47     Document Type: Conference Paper

References (12)

1. Ratha, N., Connell, J., Bolle, R.M.: Enhancing Security and Privacy in Biometrics-based Authentication Systems. IBM Syst. J. 40, 614-634 (2001)
2. Uludag, U., Pankanti, S., Prabhakar, S., Jain, A.K.: Biometric Cryptosystems: Issues and Challenges. Proc. IEEE 92, 948-960 (2004)
3. Soutar, C., Roberge, D., Stoianov, A.R., Gilroy, Vijaya Kumar, B.V.K.: Biometrics Encryption. In: Nichols, R.K (ed.) ICSA Guide to Cryptography, pp. 649-675. McGraw-Hill, New York (1999)
4. Teoh, B.J.A., Ngo, C.L.D., Goh, A.: Personalised Cryptographic Key Generation Based on FaceHashing. Computers and Security J. 23, 606-614 (2004)
5. Savvides, M., Vijava Kumar, B.V.K., Khosla, P.K.: Cancelable Biometrics Filters for Face Recognition. Int. Conf. of Pattern Recognition 3, 922-925 (2004)
6. Chong, T.Y., Teoh, B.J.A., Ngo, C.L.D., Goh, M.: Multi-Space Random Mapping for Speaker Identification. IEICE Electron. Express 2, 226-231 (2005)
7. Teoh, B.J.A., Ngo, C.L.D., Goh, A.: Random Multispace Quantisation as an Analytic Mechanism for BioHashing of Biometrie and Random Identity Inputs. IEEE Transactions on Pattern Analysis and Machine Intelligence 28(12), 1892-1901 (2006)
8. Chong, L.Y., Teoh, B.J.A., Khor, S.E.: 2D CLAFIC Subspace Technique in Probabilistic Speaker Verification. In: Fifth IEEE Workshop on Automatic Identification Advanced Technologies. IEEE Computer Society Press, Los Alamitos (2007)
9. Teoh, B.J.A., Chong, T.Y.: Cancellable Biometrics Realization with Multispace Random Projections. Accepted to publish in IEEE Transactions SMC Part B (2007)
10. Makhoul, J.: Linear Prediction: A tutorial review. Proc. IEEE 63, 561-580 (1975)
11. Reynolds, D.A.: Speaker Verification using Adapted Gaussian Mixture Models. Digital Signal Processing 10, 19-4-1 (2000)
12. Higgins, A.: YOHO Speaker Verification. In: Speech Research Symposium (1990)