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Two channel digital watermarking for music based on exponential time-spread echo kernel
Authors:Nguyen Thi Huong Lien  Hajime Nobuhara  Fangyan Dong  Kaoru Hirota
Affiliation:(1) Department of Computational Intelligence and Systems Science, Tokyo Institute of Technology, G3-49, 4259 Nagatsuta, Midori-ku, Yokohama 226-8502, Japan;(2) Department of Intelligent Interaction Technologies, University of Tsukuba, Tenoudai 1-1-1, Tsukuba Science City Ibaraki, 305-8573, Japan
Abstract:To robustly and imperceptibly embed copyright information as a watermark into music clips, a two channel digital watermarking system based on the least significant bit (LSB) method and echo hiding (EH) with a new exponential time-spread echo kernel (ETEK) is proposed. By spreading the echo so that it seems like natural room reverberation, as well as the use of two channels to separately watermark by the LSB method and the EH method which have complementary characteristics, the system provides satisfactory sound quality and exhibits both efficient retrieval capacity and robustness against attacks. Experiments show that the proposed system retrieves watermarks with 100% accuracy for all clips and is almost imperceptible. With a set of 42 attacks supplied by the StirMark Benchmark for Audio (SMBA), the proposed system has an average robustness of 0.98 where the ideal value is 1.00, and higher than any conventional methods. With these results, the proposed system is shown to be possible for the application to music distribution over the Internet.
Keywords:Audio watermarking  Least significant bit  Echo hiding  Echo kernel
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