Improved Intelligent Partitioning Scheme for Audio Data Hiding

Dwi S. Angreni, T. Ahmad
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Abstract

Reversible data hiding method can be implemented not only for images but also on other media such as audio. Data dimension changes are required to make an image-based data hiding method works in the audio domain and vice versa. For instance, 16-bit audio must be converted into an 8-bit image. An intelligent partitioning (IP) method was utilized to split the audio signals into segments of partitions. It modifies the size of the expansion media in audio data; thus, it applies to the image data hiding scheme. In this experiment, the image data hiding scheme is supported by an improved IP-based method. Two IP methods are proposed, aiming to maintain audio quality after embedding. The experimental results find that the second proposed IP method produces higher capacity values, and the first proposed IP method generates better quality results. This study also discovers that audio genres influence the performance of the proposed methods.
改进的音频数据隐藏智能分区方案
可逆数据隐藏方法不仅适用于图像,也适用于音频等其他媒体。为了使基于图像的数据隐藏方法在音频域中工作,需要更改数据维度,反之亦然。例如,16位音频必须转换成8位图像。采用智能分区(IP)方法将音频信号分割成多个分区。它修改音频数据中扩展介质的大小;因此,它适用于图像数据隐藏方案。在本实验中,图像数据隐藏方案采用了一种改进的基于ip的方法。提出了两种IP方法,旨在保持嵌入后的音频质量。实验结果表明,第二种IP方法产生的容量值更高,而第一种IP方法产生的结果质量更好。本研究还发现音频类型对所提方法的性能有影响。
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