Audio Watermarking Stereo Dengan Sinkronisasi Berbasis Hybrid SWT-FFT-SVD Dan QIM
Keywords:
Audio Watermarking stereo, Stationary Wavelet Transform (SWT), Fast Fourier Transform (FFT), Singular Value Decomposition (SVD), Sinkronisasi, Quantization Index Modulation (QIM)Abstract
Audio watermarking stereo merupakan suatu metode penyisipan data rahasia (watermark) ke dalam file audio stereo yang terdiri dari 2 channel. Proses watermarking akan dilakukan secara dual method yakni pada host audio dan pada data watermark. Pada makalah ini, akan dirancang suatu sistem audio watermarking stereo menggunakan metode SWT-FFT-SVD dan QIM dengan sinkronisasi. Pertama, sinyal host audio didekomposisi kedalam beberapa sub-band menggunakan metode SWT. Keluaran dari proses SWT akan ditransformasikan menggunakan metode FFT untuk mengubah sinyal dalam domain waktu ke domain frekuensi. Selanjutnya, sub-band yang telah dipilih didekomposisi kedalam bentuk matriks menggunakan metode SVD. Penambahan bit-bit sinkronisasi pada data watermark dilakukan sebelum proses penyisipan (embedding). Proses penyisipan data watermark ke dalam host audio dilakukan menggunakan metode QIM. Hasil yag diharapakan dalam makalah ini didapatkan tingkat imperceptibility, ketahanan sinyal (robustness) terhadap berbagai serangan, dan kapasitas payload watermark yang baik.
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References
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A. Zaidi, R. Boyer, and P. Duhamel, “Audio watermarking under desynchronization and additive noise attacks,” IEEE Trans. Signal Process., vol. 54, no. 2, pp. 570–584, 2006.
V. Bhat K, I. Sengupta, and A. Das, “An adaptive audio watermarking based on the singular value decomposition in the wavelet domain,” Digit. Signal Process., vol. 20, no. 6, pp. 1547–1558, 2010.
I. Natgunanathan, Y. Xiang, T. Zong, and Y. Xiang, “Robustness enhancement of quantization based audio watermarking method using adaptive safe-band,” 2014 IEEE Int. Conf. Commun. ICC 2014, pp. 890–895, 2014.
C. M. Pun and X. C. Yuan, “Robust segments detector for de-synchronization resilient audio watermarking,” IEEE Trans. Audio, Speech Lang. Process., vol. 21, no. 11, pp. 2412–2424, 2013.
M. Fallahpour and D. Megias, “Robust audio watermarking based on fibonacci numbers,” Proc. - 2014 10th Int. Conf. Mob. Ad-Hoc Sens. Networks, MSN 2014, pp. 343–349, 2014.
B. Lei, I. Y. Soon, and E. L. Tan, “Robust SVD-based audio watermarking scheme with differential evolution optimization,” IEEE Trans. Audio, Speech Lang. Process., vol. 21, no. 11, pp. 2368–2378, 2013.
N. V Lalitha and S. U. Rao, “Performance Analysis of DCT and DWT Audio Watermarking based on SVD,” Int. Conf. Circuit, Power Comput. Technol. [ICCPCT] Perform., 2016.
M. Hwang, J. Lee, M. Lee, and H. Kang, “SVD Based Adaptive QIM Watermarking on Stereo Audio Signals,” vol. 9210, no. DECEMBER 2016, pp. 1–10, 2017.
A. S. S. Y. D. Chincholkar, S. R. Ganorkar, “Implementation of Audio Watermarking Technique for Copyright Protection Using SWT Algorithm,” Int. J. Eng. Appl. Technol., pp. 42–48, 2016.
K. K. Kumar, “FPGA Implementation of Denoising Speech Signal using Stationary Wavelet Transform,” Int. J. Adv. Res. TRENDS Eng. Technol., vol. 3777, pp. 156–162, 2015.
C. U. I. Delong, L. Qirui, Y. U. Guilan, and X. Jianbin, “Content-Based Audio Watermarking Method to Resist De-Synchronization Attacks,” 2014 Int. Conf. Inf. Netw. Secur., 2014.
D. Ambika and V. Radha, “Speech Watermarking Using Discrete Wavelet Transform, Discrete Cosine Transform And Singular Value Decomposition,” Int. J. Comput. Sci. Eng. Technol., vol. 5, no. 11, pp. 1089–1093, 2014.
S. Wu, J. Huang, D. Huang, and Y. Q. Shi, “Efficiently self-synchronized audio watermarking for assured audio data transmission,” IEEE Trans. Broadcast., vol. 51, no. 1, pp. 69–76, 2005.
K. Khaldi and A. O. Boudraa, “Audio watermarking via EMD,” IEEE Trans. Audio, Speech Lang. Process., vol. 21, no. 3, pp. 675–680, 2013.
J. H. J. Huang, Y. W. Y. Wang, and Y. Q. Shi, “A blind audio watermarking algorithm with self-synchronization,” 2002 IEEE Int. Symp. Circuits Syst. Proc. (Cat. No.02CH37353), vol. 3, pp. 627–630, 2002.
H. Kaur and U. Kaur, “Proposal Paper for improving SVD and Quantization Technique for Audio Watermarking,” Int. J. Curr. Eng. Technol., vol. 3, no. 2, pp. 624–627, 2013.
J. Wang, M. Lai, K. Liang, and P. Chang, “Adaptive Wavelet Quantization Index Modulation Technique for Audio Watermarking,” Int. Comput. Symp., no. 1, 2006.
Y. Xiang, I. Natgunanathan, S. Guo, W. Zhou, and S. Nahavandi, “Patchwork-based audio watermarking method robust to de-synchronization attacks,” IEEE Trans. Audio, Speech Lang. Process., vol. 22, no. 9, pp. 1413–1423, 2014.
J. M. Deng, H. Z. Yue, Z. Z. Zhuo, H. G. Yan, D. Liu, and H. Y. Li, “A stationary wavelet transform based approach to registration of planning CT and setup cone beam-CT images in radiotherapy,” J. Med. Syst., vol. 38, no. 5, 2014.
A. C. Sekhar, C. Suneetha, G. NagaLakshmi, and B. V. RaviKumar, “Fast Fourier Transforms and Quadratic Forms for Digital Audio Watermarking,” 2009 Int. Conf. Adv. Recent Technol. Commun. Comput., pp. 449–452, 2009.
P. K. Dhar and T. Shimamura, “Audio Watermarking in Transform Domain Based on Singular Value Decomposition and Quantization,” 2012 18th Asia-Pacific Conf. Commun., pp. 516–521, 2012.
D. Tarun and J. Mishra, Digital Signal Processing (Principles and Applications), India: S. K. Rastogi for KRISHNA Prakashan Media (P) Ltd., 2006.
G. Budiman, A. B. Suksmono, and D. Danudirdjo, “Fibonacci Sequence Based FFT and DCT Performance Comparison in Audio Watermarking,” Pertanika J. Sci. Technol., vol. 24, no. 1, pp. 1–10, 2016.
G. Budiman, A. B. Suksmono, D. Danudirdjo, K. Usman, and D. H. Shin, “A modified multicarrier modulation binary data embedding in audio file,” Int. J. Electr. Eng. Informatics, vol. 8, no. 4, pp. 762–773, 2016.
A. Muliansyahputra, B. H. Akbar, and G. Budiman, “Perancangan dan Analisis Audio Watermarking Berbasis Teknik Modulasi Digital dengan Pengkodean Konvolusi,” Semin. Nas. Inov. Dan Apl. Teknol. Di Ind. ISSN 2085-4218, pp. 1–6, 2017
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Published
18-01-2018
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[1]
R. F. Ashari, G. Budiman, and R. Y. N. Fuadah, “Audio Watermarking Stereo Dengan Sinkronisasi Berbasis Hybrid SWT-FFT-SVD Dan QIM”, SENTER, pp. 132–142, Jan. 2018.
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