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Compression history identification for digital audio signal

机译:压缩历史识别数字音频信号

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Compression history identification plays a very important role in digital multimedia forensics. However, most existing literatures mainly focus on digital image forensics, and just a few works consider digital audio. In this paper, we investigate two popular compression schemes in digital audio, that is, MP3 and WMA, and try to reveal the compression history for a questionable audio signal in the original uncompressed WAV format via analyzing some statistical characteristics of the modified discrete cosine transform coefficients of the audio. The extensive experimental results have shown that the proposed method can effectively identify whether the given audio has been previously compressed with MP3 and/or WMA, and can further estimate the hidden compression rates, even the compression rate is as high as 128 K bps (bits per second).
机译:压缩历史识别在数字多媒体取证中起着非常重要的作用。然而,大多数现有文献主要关注数字图像取证,只有少数作品考虑数字音频。在本文中,我们调查了数字音频,即MP3和WMA中的两个流行压缩方案,并尝试通过分析修改的离散余弦变换的一些统计特征来揭示原始未压缩的WAV格式中的可疑音频信号的压缩历史音频的系数。广泛的实验结果表明,所提出的方法可以有效地识别给定的音频是否先前已经用MP3和/或WMA压缩,并且可以进一步估计隐藏的压缩速率,即使压缩率高达128 k BPS(位每秒)。

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