Title :
Compression history identification for digital audio signal
Author :
Luo, Da ; Luo, Weiqi ; Yang, Rui ; Huang, Jiwu
Author_Institution :
Sch. of Inf. Sci. & Technol., Sun Yat-Sen Univ., Guangzhou, China
Abstract :
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).
Keywords :
audio coding; data compression; discrete cosine transforms; history; statistical analysis; MDCT; MP3; WMA; compression history identification; digital audio signal compression; digital image forensic; digital multimedia forensic; hidden compression rate estimation; modified discrete cosine transform; original uncompressed WAV format; statistical analyzing characteristic; Accuracy; Digital audio players; Forensics; History; Image coding; Multimedia communication; Quantization; Audio compression history; Compression rate estimation; MDCT coefficients;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288233