Detection of ENF discontinuities using PLL for audio authenticity

Magdalena Fuentes, Pablo Zinemanas, Pablo Cancela, J. A. Apolinário
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引用次数: 5

Abstract

A Phase Locked Loop (PLL) based method for determining audio authenticity is proposed in this work. Assuming that the power grid signal is embedded in an audio signal, certain pre-processing techniques are applied in order to obtain the Electrical Network Frequency (ENF). A PLL is then used to estimate the time-varying phase of the ENF signal. Postprocessing is carried out so as to improve system performance. Finally, an automatic decision on the authenticity of the audio is conducted by quantifying the frequency variations of the VCO output. The performance of the proposed method is evaluated on digitally edited and original audio signals, with promising results (achieving an accuracy of 96%).
用锁相环检测ENF不连续的音频真实性
本文提出了一种基于锁相环(PLL)的音频真实性检测方法。假设电网信号嵌入到音频信号中,采用一定的预处理技术来获得电网频率(ENF)。然后使用锁相环来估计ENF信号的时变相位。为了提高系统性能,还进行了后处理。最后,通过量化VCO输出的频率变化来自动判断音频的真实性。在数字编辑和原始音频信号上对该方法的性能进行了评估,结果令人满意(达到96%的准确率)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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