Detection and localization of double compression in MP3 audio tracks

被引:19
作者
Bianchi, Tiziano [1 ]
De Rosa, Alessia [2 ]
Fontani, Marco [3 ]
Rocciolo, Giovanni [4 ]
Piva, Alessandro [4 ]
机构
[1] Politecn Torino, Dept Elect & Telecommun, I-10129 Turin, Italy
[2] Univ Florence, Natl Inter Univ Consortium Telecommun, I-50139 Florence, Italy
[3] Univ Siena, Dept Informat Engn & Math Sci, I-53100 Siena, Italy
[4] Univ Florence, Dept Informat Engn, I-50139 Florence, Italy
关键词
Audio; Forensics; Double compression; Fake quality MP3; Tampering localization;
D O I
10.1186/1687-417X-2014-10
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, by exploiting the traces left by double compression in the statistics of quantized modified discrete cosine transform coefficients, a single measure has been derived that allows to decide whether an MP3 file is singly or doubly compressed and, in the last case, to devise also the bit-rate of the first compression. Moreover, the proposed method as well as two state-of-the-art methods have been applied to analyze short temporal windows of the track, allowing the localization of possible tampered portions in the MP3 file under analysis. Experiments confirm the good performance of the proposed scheme and demonstrate that current detection methods are useful for tampering localization, thus offering a new tool for the forensic analysis of MP3 audio tracks.
引用
收藏
页数:14
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