DocumentCode
702338
Title
Detection of tampering in lossy compressed digital audio recordings
Author
Korycki, Rafal
Author_Institution
Inst. of Radioelectron., Warsaw Univ. of Technol., Warsaw, Poland
fYear
2012
fDate
27-29 Sept. 2012
Firstpage
97
Lastpage
101
Abstract
This paper addresses the problem of tampering detection and discusses one of the methods used for authenticity analysis of digital audio recordings. Presented approach is based on checking frame offsets in audio files compressed by using perceptual audio coding. This method can be further improved by applying histogram analysis of modified discrete cosine transform spectrum and detection of maximum number of nonzero spectral coefficients. The influence of compression algorithms´ parameters on detection of forgeries are presented by applying AAC and Ogg Vorbis encoders as examples. The effectiveness of tampering detection algorithms proposed in this paper is tested on a predefined music database and compared graphically using ROC-like curves.
Keywords
audio coding; digital audio tape; discrete cosine transforms; spectral analysis; ROC-like curve; authenticity analysis; discrete cosine transform spectrum; histogram analysis; lossy compressed digital audio recording; nonzero spectral coefficient; perceptual audio coding; predefined music database; tampering detection; Abstracts; Audio coding; Audio recording; Compression algorithms; Decision support systems; Discrete cosine transforms; Histograms; MDCT; component tampering detection; digital audio authenticity; frame offsets; lossy compression; spectral coefficients;
fLanguage
English
Publisher
ieee
Conference_Titel
New Trends in Audio & Video and Signal Processing: Algorithms, Architectures, Arrangements, and Applications (NTAV/SPA), 2012 Joint Conference
Conference_Location
Lodz
Print_ISBN
978-8-3728-3502-4
Type
conf
Filename
7085518
Link To Document