TY - JOUR TT - A COMPARISON OF ECHO HIDING METHODS AU - Tekeli, Kadir AU - Asliyan, Rifat PY - 2017 DA - November JF - The Eurasia Proceedings of Science Technology Engineering and Mathematics JO - EPSTEM PB - ISRES Publishing WT - DergiPark SN - 2602-3199 SP - 397 EP - 403 IS - 1 KW - Audio steganography KW - watermarking KW - echo hiding N2 - Echo-based data hiding algorithms are known to be verypopular in audio watermarking research. In this study, several echo kernelssuch as single, bipolar, backward-forward, bipolar backward-forward andtime-spread, which are coded in Matlab, are compared in terms of robustnessagainst mp3 compression, imperceptibility and capacity. Mixer signals withsinusoidal smoothing are used to improve imperceptibility. All kernels aretested on the same audio database for a fair comparison. Importance ofparameters is discussed during comparison. Results show that bipolarbackward-forward echo kernel is more robust against compression and gives ahigher SNR (Signal-to-noise ratio).  CR - Anderson, R., & Petitcolas, F. (1998). On the limits of steganography. IEEE Journal on Selected Areas in Communications, 16(4), 474-481. Bender, W., Gruhl, D., & Morimoto, N. (1996). Techniques for data hiding. IBM Systems Journal, 35(3), 313-336. Chen, B., & Wornell, G.W. (2001). Quantization index modulation: a class of provably good methods for digital watermarking and information embedding. IEEE Transactions on Information Theory, 47(4), 1423-1443. Gruhl, D., Lu, A., & Bender, W. (1996). Echo hiding. Proceeding from the Information Hiding Workshop, 295-315. Kim, H.J., & Choi, Y.H. (2003). A novel echo-hiding scheme with backward and forward kernels. IEEE Transactions on Circuits and Systems for Video Technology, 13(8), 885-889. Kirovski, D., & Malvar, H.S. (2001). Robust spread spectrum audio watermarking. Proceeding from the IEEE International Conference on Acoustics, Speech, and Signal Processing, 3, 1345-1348. Ko, B., Nishimura, R., & Suzuki, Y. (2005). Time-spread echo method for digital audio watermarking. IEEE Transactions on Multimedia, 7(2), 212-221. Oh, O.H., Seok, W.J., Hong, W.J., & Youn, H.D. (2001). New echo embedding technique for robust and imperceptible audio watermarking. Proceeding from ICASSP, 3, 1341-1344. Tekeli, K. (2017). Matlab Codes for Several Basic Audio Steganography Algorithms. Retrieved from https://github.com/ktekeli/audio-steganography-algorithms Wu, W.-C., & Chen, O. T.-C., (2006). Analysis-by-synthesis echo hiding scheme using mirrored kernels. Proceeding from IEEE International Conf on Acoustic, Speech & Signal Processing, II 325-II 328. Yeo, I.K., & Kim, H.J. (2003). Modified Patchwork Algorithm: A novel audio watermarking scheme. IEEE Transactions on Speech and Audio Processing, 11, 381-386. UR - https://dergipark.org.tr/en/pub/epstem/issue//365048 L1 - https://dergipark.org.tr/en/download/article-file/381457 ER -