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An ENF-Based Audio Authenticity Method Robust to MP3 Compression

机译:基于ENF的MP3压缩的音频真实性方法

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This work presents a novel method for assessing audio authenticity. Assuming that the electric network frequency is embedded in audio signals, the evaluation of audio integrity is carried out by detecting phase discontinuities. This is conducted by using causal and anti-causal filters, in order to avoid the mix of past and future phase information related to the time of analysis. This local phase change is then post-processed and thresholded to obtain the editing times. One remarkable property of the proposed method is its ability to withstand MP3 compression, an audio format widely used in practice. A more accurate evaluation metric is also introduced in this work. For that purpose, the databases used for evaluating the algorithm were automatically labeled indicating the editing times. The procedure to generate the ground truth is presented, as well as a discussion on the proposed metric. The performance of the technique presented promising results when evaluated on digitally edited and original audio signals.
机译:这项工作提出了一种评估音频真实性的新颖方法。假设将电网频率嵌入音频信号中,则通过检测相位不连续性来进行音频完整性评估。这是通过使用因果和反因果过滤器进行的,以避免与分析时间相关的过去和将来阶段信息的混合。然后,对该局部相变进行后处理并设定阈值以获得编辑时间。所提出的方法的一个显着特性是它能够承受MP3压缩,这是一种在实践中广泛使用的音频格式。在这项工作中还引入了更准确的评估指标。为此,用于评估算法的数据库被自动标记为表明编辑时间。介绍了生成基本事实的过程,并讨论了建议的度量标准。当对数字编辑和原始音频信号进行评估时,该技术的性能提出了令人鼓舞的结果。

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