High capacity audio data hiding for noisy channels

J. Chou, K. Ramchandran, Antonio Ortega
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引用次数: 19

Abstract

We combine theoretical and algorithmic advances in the area of information-hiding with the current mature knowledge-base in the human audio perception system to propose a novel audio data hiding technique that significantly pushes the state-of-the-art in the field. Our work is based on a combination of advances in two disjoint fields: information hiding and human auditory masking. The field of information hiding has seen a resurgence due to advances in the understanding of fundamental bounds from information theory. By integrating this with the human perceptual system knowledge that has been successfully exploited for several years in the audio compression community, we derive a new and improved audio data hiding technique that finds application in a number of exciting scenarios like music enhancement and digital communications over analog data channels. Our preliminary results show that we can embed data at an order of magnitude higher rate than existing audio data hiding systems, while being robust to channel noise.
高容量音频数据隐藏噪声信道
我们将信息隐藏领域的理论和算法进展与当前人类音频感知系统中成熟的知识库相结合,提出了一种新的音频数据隐藏技术,显著推动了该领域的最新发展。我们的工作是基于两个不相关领域的进展的结合:信息隐藏和人类听觉掩蔽。由于对信息理论的基本界限的理解的进步,信息隐藏领域已经看到了复苏。通过将其与人类感知系统知识相结合,在音频压缩社区中已经成功利用了几年,我们得出了一种新的改进的音频数据隐藏技术,该技术可以在许多令人兴奋的场景中找到应用,如音乐增强和模拟数据通道上的数字通信。我们的初步结果表明,我们可以以比现有音频数据隐藏系统高的数量级嵌入数据,同时对信道噪声具有鲁棒性。
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