Adaptive Signal-Dependent Audio Watermarking based on human auditory system and neural networks

Applied Intelligence

Volumn 23, Issue 3, 2005, Pages 191-206

  Tsai, Hung Hsu ^a   Cheng, Ji Shiung ^b  

^a NATIONAL FORMOSA UNIVERSITY   (Taiwan)

^b AIPTek Inc   (Taiwan)

Author keywords

Audio authentication; Audio watermarking; Data hiding; Human auditory system; Neural networks

Indexed keywords

AUDIO AUTHENTICATION; AUDIO WATERMARKING; DATA HIDING; HUMAN AUDITORY SYSTEMS (HAS);

ADAPTIVE SYSTEMS; AUDIO SYSTEMS; AUDITION; COPYRIGHTS; NEURAL NETWORKS;

DIGITAL WATERMARKING;

EID: 29144452869     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10489-005-4607-y     Document Type: Article

References (26)

1. P. Noll, "Wideband speech and audio coding," IEEE Comm. Magazine, vol. 31, pp. 34-44, 1993.
2. ISO/IEC IS 11172 (MPEG). Information technology - coding of moving pictures and associated audio for digital storage up to about 1.5Mbits/s, 1993.
3. D. Pan, "A tutorial on mpeg audio compression," IEEE Multi-media Journal, vol. 2, pp. 60-74, Summer 1995.
4. P. Noll, "MPEG digital audio coding," IEEE Signal Processing Magazine, vol. 145, pp. 59-81, 1997.
5. I. Pitas and T. Kaskalis, "Applying signatures on digital images," Nonlinear Signal Processing Workshop, Thessaloniki, Greece, pp. 460-463, 1995.
6. W. Bender, D. Gruhl, N. Morimoto, and A. Lu, "Techniques for data hiding," IBM Systems Journal, vol. 35, no. 34, pp. 313-337, 1996.
7. W. Zeng and B. Liu, "On resolving rightful ownerships of digital images by invisible watermarks," in Proc. IEEE Int. Conf. Image Processing, vol. 1, 1997, pp. 552-555.
8. I.J. Cox, J. Kilian, F.T. Leighton, and T. Shamoon, "Secure spread spectrum watermarking for multimedia," IEEE Trans. on Image Processing, vol. 6, no. 12, pp. 1673-1687, 1997.
9. X.-G. Xia, C. G. Boncelet, and G. R. Arce, "A multiresolution watermark for digital images," in IEEE ICIP, vol. 1, July 1997, pp. 548-551.
10. I. Hong, I. Kim, and S.-S. Han, "A blend watermarking technique using wavelet transform," in IEEE ISIE, Pusan, Korea, 2001, pp. 1946-1950.
11. M.D. Swanson, M. Kobayashi, and A.H. Tewfik, "Multimedia data-embedding and watermarking technologies," in Proc. of IEEE, vol. 86, no. 6, June 1998, pp. 1064-1087.
12. M. Kutter, F. Jordan, and F. Bossen, "Digital watermarking of color images using amplitude modulation," Journal of Electronic Imaging, vol. 7, no. 2, pp. 326-332, 1998.
13. F. Hartung and M. Kutter, "Multimedia watermarking techniques," in Proc. of IEEE, vol. 87, no. 7, July 1999, pp. 1079-1107.
14. G. Voyatizis and I. Pitas99, "The use of watermarks in the protection of digital multimedia products," in Proc. of IEEE, vol. 87, no. 7, 1999, pp. 1197-1207.
15. P.-T. Yu, H.-H. Tsai, and J.-S. Lin, "Digital watermarking based on neural networks for color images," Signal Processing, vol. 81, Mar. 2001, pp. 663-671.
16. L. Boney, A. H. Tewfik, and K. N. Hamdy, "Digital watermarks for audio signals," in IEEE Proceedings of Multimedia, 1996, pp. 473-480.
17. P. Prandoni and M. Vetterli, "Perceptually hidden data transmission over audio signals," Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, vol. 6, 1998, pp. 3665-3668.
18. M.D. Swanson, B. Zhu, A. H. Tewfik, and L. Boney, "Robust audio watermarking using perceptual masking," Signal Processing, vol. 66, pp. 337-355, 1998.
19. I.K. Yeo and H.J. Kim, "Modify patchwork algorithm: A novel watermarking scheme," in Proc. Int. Conf. on Information Technology: Coding and Computing, Apr. 2001, pp. 237-242.
20. J.W. Seok and J.W. Hung, "Audio watermarking for copyright protection of digital audio data," Electronics Letters, vol. 37, no. 1, 2001, pp. 60-61.
21. P. Bassia, I. Pitas, and N. Nikolaidis, "Robust audio watermarking in the time domain," IEEE Trans. on Multimedia, vol. 3, no. 2, pp. 232-241, 2001.
22. A. Shamir, "On the generation of cryptographically strong pseudo-random sequences," Lecture Notes in Computer Science 62: 8th International Colloquium on Automata, Languages, and Programming, Spring-Verlag: Berlin, 1981.
23. L. Blum, M. Blum, and M. Shub, "A simple unpredictable pseudo-random number generator," SIAM Journal on Computing, vol. 15, no. 2, pp. 364-383, 1986.
24. H.-H. Tsai and P.-T. Yu, "Adaptive fuzzy hybrid multichannel filters for removal of impulsive noise from color images," Signal Processing, vol. 7, no. 2, pp. 127-151, 1999.
25. H.-H. Tsai and P.-T. Yu, "On the optimal design of fuzzy neural networks with robust learning for function approximation," in IEEE Trans. on Systems, Man, and Cybernetics: Part B, vol. 30, no. 1, pp. 217-223, 2000.
26. S. Haykin, Neural Networks: A Comprehensive Foundation, Macmillan College Publishing Company: New York, 1995.