Frame level audio similarity - A codebook approach

Proceedings of the International Conference on Digital Audio Effects, DAFx

Volumn , Issue , 2008, Pages 349-356

  Seyerlehner, Klaus ^a   Widmer, Gerhard ^a,b   Knees, Peter ^a  

^a JOHANNES KEPLER UNIVERSITY LINZ   (Austria)

^b AUSTRIAN RESEARCH INSTITUTE FOR ARTIFICIAL INTELLIGENCE   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO ACOUSTICS; MUSIC; VECTOR SPACES;

AUDIO CONTENT; AUDIO SIGNAL; AUDIO SIMILARITIES; CODEBOOKS; MULTILEVELS; SEMIPARAMETRIC; SIMILARITY MEASURE; SPECTRAL FEATURE; STATISTICAL DISTRIBUTION; VECTOR QUANTIZATION APPROACH;

VECTOR QUANTIZATION;

EID: 77951169912     PISSN: 24136700     EISSN: 24136689     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. M. Mandel and D. Ellis, " Song-level features and svms for music classification," in In Proceedings of the 6th International Conference on Music Information Retrieval, ISMIR'05, London, UK, 11-15th September 2005.
2. J.-J. Aucouturier and F. Pachet, " Improving timbre similarity: How high's the sky?," J. Negative Results Speech Audio Sci., vol. 1, no. 1, 2004.
3. B. Logan and A. Salomon, " A music similarity function based on signal analysis," in In proceedings IEEE International Conference on Multimedia and Expo (ICME), Tokyo, Japan, August 2001.
4. S. Kullback and R. A. Leibler, " On information and sufficiency," Annals of Mathematical Statistics, vol. 22, pp. 79-86, 1951.
5. Y. Rubner, C. Tomasi, and L. J. Guibas, " A metric for distributions with applications to image databases," in In Proceedings of the 1998 IEEE International Conference on Computer Vision, ICCV'98, Bombay, India, January 1998, pp. 59-66.
6. M. Levy and M. Sandler, " Lightweight measures for timbral similarity of musical audio," in AMCMM '06: Proceedings of the 1st ACM workshop on Audio and music computing multimedia, Santa Barbara, California, USA, 2006, pp. 27-36.
7. J.-J. Aucouturier and F. Pachet, "A scale-free distribution of false positives for a large class of audio similarity measures," Pattern Recogn., vol. 41, no. 1, pp. 272-284, 2008. (Pubitemid 47284199)
8. J.-J. Aucouturier, Ten experiments on the modelling of polyphonic timbre, Ph.D. thesis, University of Paris 6, 2006.
9. D. Pye, " Content-based methods for the management of digital music," in ICASSP '00: Proceedings of the Acoustics, Speech, and Signal Processing, 2000. on IEEE International Conference, Washington, DC, USA, Sept. 17-23, 2006, pp. 2437-2440.
10. J. T. Foote, " Content-based retrieval of music and audio," in In Multimedia Storage and Archiving Systems II, Proc. of SPIE, 1997, pp. 138-147.
11. F Vignoli and S. Pauws, " A music retrieval system based on user-driven similarity and its evaluation," in In Proceedings of the 6th International Conference on Music Information Retrieval, ISMIR'05, London, UK, 11-15th September 2005.
12. S. Lloyd, " Least squares quantization in pcm," IEEE Transactions on Information Theory, vol. 28, no. 2, pp. 129-137, March 1982.
13. D. Arthur and S. Vassilvitskii, " k-means++: The advantages of careful seeding," in SODA '07: Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms, New Orleans, Louisiana, 2007, pp. 1027-1035.
14. M. Goto, " Smartmusickiosk: Music listening station with chorus-search function," in Proceedings of the 16th Annual ACM Symposium on User Interface Software and Technology, UIST'03, November 2003, pp. 31-40.
15. C. Yang, " The macsis acoustic indexing framework for music retrieval: An experimental study," in In Proceedings of the 3rd International Conference on Music Information Retrieval, ISMIR'02, Paris, France, 2002.
16. M.J. Swain and D.H. Ballard, " Color indexing," International Journal of Computer Vision, vol. 7, no. 1, pp. 11-32, November 1991.
17. T. Pohle and D. Schnitzer, " Striving for an improved audio similarity measure," in Third Music Information Retrieval Evaluation eXchange, MIREX'07, Vienna, Austria, 2007.
18. U. Zölzer, DAFX - Digital Audio Effects, WILEY, Southern Gate, Chichester, England, 2002.