A comparison of signal-based music recommendation to genre labels, collaborative filtering, musicological analysis, human recommendation, and random baseline

ISMIR 2008 - 9th International Conference on Music Information Retrieval

Volumn , Issue , 2008, Pages 161-166

  Magno, Terence ^a   Sable, Carl ^a  

^a The Cooper Union for the Advancement of Science and Art   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COLLABORATIVE FILTERING; HUMAN JUDGMENTS; LAST.FM; MUSIC DISTRIBUTION; MUSIC RECOMMENDATION; MUSICAL SIMILARITY; ONLINE MUSIC; SIGNAL WAVEFORM; STATE-OF-THE-ART SYSTEM;

INFORMATION RETRIEVAL; METADATA;

ONLINE SYSTEMS;

EID: 77958014369     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Anderson C. "The Rise and Fall of the Hit,", Wired Magazine, Vol. 14, no. 7, July, 2006.
2. Aucouturier, J.-J. and Pachet, F. "Finding songs that sound the same," Proceedings of the IEEE Benelux Workshop on Model-Based Processing and Coding of Audio, 2002.
3. Aucouturier, J.-J. and Pachet, F. "Music similarity measures: What's the use?,". Proceedings of the 3rd International Conference on Music Information Retrieval (ISMIR), Paris, France, October 2003.
4. Aucouturier, J.-J. and Pachet, F. "Improving Timbre Similarity: How high is the sky?,", Journal of Negative Results in Speech and Audio Sciences, Vol. 1, no. 1, 2004.
5. Aucouturier, J.-J. and Pachet, F. and Sandler, M. "The Way It Sounds: Timbre Models for Analysis and Retrieval of Music Signals,", IEEE Transactions on Multimedia, Vol. 7, no. 6, December 2005.
6. Berenzweig, A., Logan, B., Ellis, D.P.W. and Whitman, B. "A large-scale evaluation of acoustic and subjective music similarity measures.,", Proceedings of the AES 22nd International Conference on Virtual, Synthetic, and Entertainment Audio, Espoo, Finland, June 2002.
7. Cohen J. "Statistical Power Analysis for the Behavioral Sciences,", Lawrence Erlbaum Associates, 1988.
8. Dahlen, C. "Better Than We Know Ourselves,", http://www.pitchforkmedia.com/article/feature/36524-better-than-we-know- ourselves, May, 2006. [Online; last accessed March 2008].
9. Ellis, D.P.W. "PLP and RASTA (and MFCC, and inversion) in MATLAB,". http://www.ee.columbia.edu/dpwe/resources/matlab/rastamat/, 2005. [Online; last accessed March 2008]
10. Folini, F. "An Interview with Tim Westergren, Pandora Founder and Chief Strategy Officer,", http://blog.novedge.com/2007/10/an-interview-wi. html, October, 2007. [Online; last accessed March 2008].
11. Gupta, R. "The New, New Music Industry,", http://gigaom.com/ 2007/02/15/the-new-new-music-industry/, February, 2007. [Online; last accessed March 2008].
12. Lake, C. "Interview with Martin Stiksel of Last.fm,", http://www.e-consultancy.com/news-blog/362081/interview-with-martin-stiksel-of- last-fm.html, November, 2006. [Online, last accessed March 2008].
13. B. Logan and A. Salomon. "A music similarity function based on signal analysis,", Proceedings of the 2001 International Conference on Multimedia and Expo (ICME '01), 2001.
14. Pachet, F. and Cazaly, D. "A taxonomy of musical genres,". Proceedings of the Content-Based Multimedia Access Conference (RIAO), Paris, France, 2000.
15. Pampalk, E. "A MATLAB Toolbox to Compute Music Similarity From Audio,". Technical Report, Austrian Research Institute for Artificial Intelligence, 2004.
16. Scaringella, N., Zoia, G. and Mlynek, D. "Automatic Genre Classification of Music Content: A survey,". IEEE Signal Processing Magazine, pp. 133-141, March 2006.
17. Slaney, M. "Auditory Toolbox, Version 2,". Technical Report, Interval Research Corporation, 1998.
18. Tzanetakis, G. and Cook, P. "Musical Genre Classification of Audio Signals,". IEEE Transactions on Speech and Audio Processing, Vol. 10, no. 5, July 2002.