| 研究生: |
徐詠翔 Syu, Yong-Siang |
|---|---|
| 論文名稱: |
利用互補碼方式之展頻音訊浮水印演算法 Spread Spectrum Audio Watermarking Based on Complementary Codes |
| 指導教授: |
雷曉方
Lei, Sheau-Fang |
| 學位類別: |
碩士 Master |
| 系所名稱: |
電機資訊學院 - 電機工程學系 Department of Electrical Engineering |
| 論文出版年: | 2018 |
| 畢業學年度: | 106 |
| 語文別: | 中文 |
| 論文頁數: | 68 |
| 中文關鍵詞: | 音訊浮水印 、展頻 、互補碼 |
| 外文關鍵詞: | Audio Watermarking, Spread Spectrum, Complementary Codes |
| 相關次數: | 點閱:58 下載:0 |
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由於現今數位多媒體資訊藉由網路與科技的方便使得資訊更容易傳遞且修改而衍伸出許多版權問題,因而帶動了浮水印這類技術的需求。
本論文主要探討展頻浮水印的演算法,在過去所提出的展頻浮水印演算法提升了浮水印資訊還原的正確率,但展頻浮水印的嵌入容量仍無人提出解決方案,直至2015年與2018年時Yong Xiang等人分別提出演算法改善了展頻浮水印容量的問題。本研究提出在不影響高容量展頻浮水印方式的情況下,利用隨機正交矩陣經由互補碼演算法產生偽隨機碼序列的方式,改善了展頻音訊浮水印的安全性,以及降低了產生偽隨機碼序列的運算複雜度。
在固定實驗中,利用本研究的方法,使用常見的數位信號處理進行攻擊,並以感知音訊品質評估(PEAQ)和位元錯誤率(Bit Error Ratio)來進行分析,實驗結果指出我們的方法具有良好的還原率。而我們也實驗了不同演算法的運算時間,實驗結果指出本研究所提出的方法也降低了產生偽隨機碼序列的運算複雜度。
In the past, a number of spread spectrum-based (SS-based) methods have been developed to deal with the host signal interference problem. However, the major drawback of the early SS-based audio watermarking methods is their low embedding capacity. In recent years, Yong-Xiang and Iynkaran Natgunanathan had proposed a novel SS-based audio watermarking method which can embed much higher embedding capacity into an audio signal. In this thesis, we proposed a spread spectrum audio watermarking scheme using complementary codes to generate multiple orthogonal pseudo-noise sequence (PN-sequence) and adaptively adjust PN sequence amplitude, which can process lower computational cost and high security while maintaining high embedding capacity and robustness. Experiments show that the proposed audio watermarking method is computationally efficient and high security.
[1] Digital music report 2017, International Federation of the Phonographic Industry, 2017
[2] W. Bender, D. Gruhl, N. Morimoto and A. Lu, "Techniques for data hiding," in IBM Systems Journal, vol. 35, no. 3.4, pp. 313-336, 1996.
[3] L. Boney, A. H. Tewfik and K. N. Hamdy, "Digital watermarks for audio signals,"Proceedings of the Third IEEE International Conference on Multimedia Computing and Systems, Hiroshima, Japan, pp. 473-480, 1996.
[4] P. Bassia, I. Pitas and N. Nikolaidis, "Robust audio watermarking in the time domain," in IEEE Transactions on Multimedia, vol. 3, no. 2, pp. 232-241, Jun 2001.
[5] Ye Wang, "A new watermarking method of digital audio content for copyright protection,"Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on, Beijing, China, vol. 2, pp. 1420-1423, 1998.
[6] I. J. Cox, J. Kilian, F. T. Leighton and T. Shamoon, "Secure spread spectrum watermarking for multimedia," in IEEE Transactions on Image Processing, vol. 6, no. 12, pp. 1673-1687, Dec 1997.
[7] H. Malik, S. Khokhar and A. Rashid, "Robust audio watermarking using frequency selective spread spectrum theory," 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol.5, pp. V-385-8, 2004.
[8] Nedeljko Cvejic, Tapio Seppänen,"Spread spectrum audio watermarking using frequency hopping and attack characterization," Signal Processing, Vol. 84, Issue 1, pp. 207-213, 2004
[9] Hyen O Oh, Jong Won Seok, Jin Woo Hong and Dae Hee Youn, "New echo embedding technique for robust and imperceptible audio watermarking," 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221), Salt Lake City, UT, vol.3, pp. 1341-1344, 2001.
[10] Y. Xiang, I. Natgunanathan, D. Peng, G. Hua and B. Liu, "Spread Spectrum Audio Watermarking Using Multiple Orthogonal PN Sequences and Variable Embedding Strengths and Polarities," in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 26, no. 3, pp. 529-539, March 2018.
[11] Y. Lin, Waleed H. Abdulla, "Audio Watermark: A Comprehensive Foundation Using MATLAB," first Edition, Springer International Publishing, 2015
[12] Y. Chen, G. Gao, Y. Liu and B. Lv, "A cross spread spectrum audio watermarking robust to acoustic transmission," 2017 36th Chinese Control Conference (CCC), Dalian, pp. 5025-5030, 2017.
[13] P. Zhang, S. Xu and H. Yang, "Robust and transparent audio watermarking based on improved spread spectrum and psychoacoustic masking," 2012 IEEE International Conference on Information Science and Technology, Hubei, pp. 640-643, 2012.
[14] H. S. Malvar and D. A. F. Florencio, "Improved spread spectrum: a new modulation technique for robust watermarking," in IEEE Transactions on Signal Processing, vol. 51, no. 4, pp. 898-905, Apr 2003.
[15] Y. Xiang, I. Natgunanathan, Y. Rong and S. Guo, "Spread Spectrum-Based High Embedding Capacity Watermarking Method for Audio Signals," in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 23, no. 12, pp. 2228-2237, Dec. 2015.
[16] G. Strang, "Introduction to linear algebra," fifth Edition, Wellesley-Cambridge Press, 2016.
[17] M. Golay, "Complementary series," in IRE Transactions on Information Theory, vol. 7, no. 2, pp. 82-87, April 1961.
[18] R. Turyn, "Ambiguity functions of complementary sequences (Corresp.)," in IEEE Transactions on Information Theory, vol. 9, no. 1, pp. 46-47, Jan 1963.
[19] N. Suehiro and M. Hatori, "N-shift cross-orthogonal sequences," in IEEE Transactions on Information Theory, vol. 34, no. 1, pp. 143-146, Jan 1988.
[20] J. Hadamard, "Résolution d'une question relative aux déterminants," Bulletin des Sciences Mathématiques, vol. 17, pp. 240–246, 1893.
[21] J.J. Sylvester, "LX. Thoughts on inverse orthogonal matrices, simultaneous signsuccessions, and tessellated pavements in two or more colours, with applications to Newton's rule, ornamental tile-work, and the theory of numbers," The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, vol. 34, no. 232, pp. 461-475, 1867.
[22] 林金賢, “互補碼分碼多工系統之研究,” 台灣, 國立中山大學電機工程學系研究所, 2003.
[23] Rec.B. S. 1387: Method for objective measurements of perceived audio quality, Rec.B. S. 1387, International Telecommunications Union, Geneva, Switzerland, 2001.
[24] A. Nadeau and G. Sharma, "An Audio Watermark Designed for Efficient and Robust Resynchronization After Analog Playback," in IEEE Transactions on Information Forensics and Security, vol. 12, no. 6, pp. 1393-1405, June 2017.
校內:2023-07-31公開