DocumentCode
2014470
Title
A novel local audio fingerprinting algorithm
Author
Malekesmaeili, Mani ; Ward, Rabab K.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
fYear
2012
fDate
17-19 Sept. 2012
Firstpage
136
Lastpage
140
Abstract
A local fingerprinting algorithm is proposed for the purpose of audio copy detection. The proposed algorithm is robust to noise as well as tempo and pitch modifications of the audio signal. The fingerprints are extracted from adaptively scaled patches of the time-chroma representation of the audio signal. The proposed time-chroma representation, converts tempo change and pitch shift attacks on an audio signal to scaling and circular shift attacks on images, respectively. The proposed algorithm is shown to outperform the state-of-the-art.
Keywords
audio coding; audio copy detection; audio signal; circular shift attack; local audio fingerprinting algorithm; pitch modification; pitch shift attack; scaling shift attack; tempo modification; time-chroma representation; Correlation; Feature extraction; Kernel; Noise; Robustness; Spectrogram; Time frequency analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Signal Processing (MMSP), 2012 IEEE 14th International Workshop on
Conference_Location
Banff, AB
Print_ISBN
978-1-4673-4570-5
Electronic_ISBN
978-1-4673-4571-2
Type
conf
DOI
10.1109/MMSP.2012.6343429
Filename
6343429
Link To Document