A novel audio watermarking scheme based on fuzzy inference system in DCT domain

被引:14
|
作者
Mosleh, Mahdi [1 ]
Setayeshi, Saeed [1 ,2 ]
Barekatain, Behrang [1 ,3 ]
Mosleh, Mohammad [1 ,4 ]
机构
[1] Islamic Azad Univ, NajafAbad Branch, Fac Comp Engn, Najafabad, Iran
[2] Amirkabir Univ Technol, Fac Energy Engn & Phys, Tehran, Iran
[3] Islamic Azad Univ, NajafAbad Branch, Big Data Res Ctr, Najafabad, Iran
[4] Islamic Azad Univ, Dezful Branch, Dept Comp Engn, Dezful, Iran
关键词
Copyright protection; Audio watermarking; High capacity; Fuzzy inference system; Singular value decomposition;
D O I
10.1007/s11042-021-10686-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Digital watermarking technology provides an effective potential solution to copyright protection and authentication of digital media. In this article, a new design of audio watermarking is introduced which is able to make compromise between transparency, robustness, and capacity by means of the synergy between fuzzy inference system, Singular Value Decomposition (SVD), and Fibonacci's sequence in Discrete Cosine Transform (DCT). In the embedding phase, the proposed method, first of all, finds proper segments for inserting watermark data by helping fuzzy inference system with energy, zero-crossing rate (ZCR), and music edge features. Then, the watermark bits are embedded in the suitable segments based on collaboration of SVD technique and Fibonacci sequence in DCT domain. The proposed watermark extraction is performed in blind manner. The results on five Blues, Electronic, Classic, Jazz and Rock audio files show that the proposed method has high transparency (in average SNR = 49.80 dB) with payload of 598.34 bps. Moreover, robustness tests against Stirmark attacks show that the average of error rate is 1.3644, which means the proposed scheme has high stability in the digital signal processing attacks.
引用
收藏
页码:20423 / 20447
页数:25
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