应用科学学报 ›› 2010, Vol. 28 ›› Issue (2): 142-146.

• 信号与信息处理 • 上一篇    下一篇

基于子带谱平滑度的音频篡改检测

丁琦,博士生,讲师,研究方向:音频处理、信息隐藏和取证,E-mail: gogodq@126.com;平西建,教授,博导,研究方向:图像处理、模式识别、信息隐藏和取证,E-mail: pingxj@126.com   

  1. 1. 解放军信息工程大学信息工程学院,郑州450002
    2. 解放军信息工程大学电子技术学院,郑州450004
  • 收稿日期:2009-11-14 修回日期:2009-12-30 出版日期:2010-03-30 发布日期:2010-03-30
  • 作者简介:丁琦,博士生,讲师,研究方向:音频处理、信息隐藏和取证,E-mail: gogodq@126.com;平西建,教授,博导,研究方向:图像处理、模式识别、信息隐藏和取证,E-mail: pingxj@126.com
  • 基金资助:

    国家自然科学基金(No.60970142)资助

Audio Tampering Detection Based on Band-Partitioning Spectral Smoothness

  1. 1. School of Information Engineering, PLA Information Engineering University, Zhengzhou 450002, China
    2. School of Electronic Technology, PLA Information Engineering University, Zhengzhou 450004, China
  • Received:2009-11-14 Revised:2009-12-30 Online:2010-03-30 Published:2010-03-30

摘要:

针对音频篡改过程中重采样操作的检测,通过对插值音频信号频谱特性的分析,提出一种频谱测度即子带谱平滑度,用以度量音频信号在各子带频谱的波动程度,并提出用子带谱平滑度作音频信号篡改检测的方法及其具体实现步骤. 实验结果表明,该方法不仅能够准确地检测出音频信号是否经过插值和拼接处理,还能比较准确地估算出信号插值前的原始采样率,为音频取证提供更多有用信息.

关键词: 音频篡改检测, 插值, 拼接, 子带谱平滑度

Abstract:

To detect resampling in audio tampering, a new spectral measure, band-partitioning spectral smoothness (BPSS), is proposed to measure the degree of spectral fluctuation. Based on the analysis to spectral characteristics of non-interpolated and interpolated audio signals, a comprehensive strategy to detect audio interpolation and stitching with BPSS is presented. Experiment results show that, by using the proposed method, it can be correctly determined whether the audio signals are interpolated or stitched. Furthermore, the original sampling rates of the interpolated signals can be estimated with high accuracy. Low computational complexity enables this method to be useful in real time audio tampering detection.

Key words: audio tampering detection, interpolation, stitching, band-partitioning spectral smoothness

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