• 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