DocumentCode
395463
Title
Speed-change resistant audio fingerprinting using auto-correlation
Author
Haitsma, Jaap ; Kalker, Ton
Author_Institution
Philips Res. Labs., Eindhoven, Netherlands
Volume
4
fYear
2003
fDate
6-10 April 2003
Abstract
At ISMIR 2002 and CBMI 2001, the authors presented a new approach to audio fingerprinting (Haitsma, J. and Kalker, T., Proc. Int. Conf. on Music Information Retrieval, p.107-15, 2002; Haitsma et al., Proc. Int. Workshop on Content-Based Multimedia Indexing, p.117-25, 2001). The proposed scheme, which we refer to as the streaming audio fingerprinting (SAF) system, allows a very efficient database lookup and is also very robust against many different audio processing steps, including low bit rate audio coding, noise addition and amplitude compression. However it is not inherently robust against large linear speed changes (i.e. speed changes larger than 2%) where both the pitch and the tempo change. This is a potential problem, because some radio stations speed up by a few percent. We discuss a modification of the originally proposed fingerprinting algorithm to make it robust against large linear speed changes. The proposed modification has negligible effect on other aspects, such as robustness and reliability.
Keywords
audio coding; correlation methods; watermarking; amplitude compression; auto-correlation; database lookup; linear speed changes; low bit rate audio coding; noise addition; speed-change resistance; streaming audio fingerprinting system; watermarking; Audio coding; Audio databases; Autocorrelation; Bit rate; Fingerprint recognition; Indexing; Multimedia databases; Music information retrieval; Noise robustness; Streaming media;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-7663-3
Type
conf
DOI
10.1109/ICASSP.2003.1202746
Filename
1202746
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