A Large-Scale Evaluation of Acoustic and Subjective Music Similarity Measures

4th International Symposium on Music Information Retrieval, ISMIR 2003

Volumn , Issue , 2003, Pages

  Berenzweig, Adam ^a   Logan, Beth ^b   Ellis, Daniel P W ^a   Whitman, Brian ^c  

^a Howard Hughes Medical Institute   (United States)

^b HEWLETT PACKARD LABORATORIES   (United States)

^c MIT MEDIA LAB   (United States)

Author keywords

acoustic measures; evaluation; ground truth; Music similarity

Indexed keywords

MUSIC; TEXT MINING;

ACOUSTIC MEASURE; CALCULATING SIMILARITIES; EVALUATION; GROUND TRUTH; LARGE MUSIC COLLECTIONS; LARGE-SCALES; MUSIC SIMILARITY; MUSICAL ARTISTS; MUSICAL PIECES; SIMILARITY MEASURE;

ACOUSTIC VARIABLES MEASUREMENT;

EID: 84929122797     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Aucouturier, J.-J. and Pachet, F. (2002). Music similarity measures: What’s the use? In International Symposium on Music Information Retrieval.
2. Berenzweig, A., Ellis, D. P. W., and Lawrence, S. (2003). Anchor space for classification and similarity measurement of music. In ICME 2003.
3. Blum, T. L., Keislar, D. F., Wheaton, J. A., and Wold, E. H. (1999). Method and article of manufacture for content-based analysis, storage, retrieval, and segmentation of audio information. U.S. Patent 5, 918, 223.
4. Breese, J. S., Heckerman, D., and Kadie, C. (1998). Empirical analysis of predictive algorithms for collaborative filtering. In Fourteenth Annual Conference on Uncertainty in Artificial Intelligence, pages 43–52.
5. Cohen, W. W. and Fan, W. (2000). Web-collaborative filtering: recommending music by crawling the web. WWW9 / Computer Networks, 33(1-6):685–698.
6. Ellis, D. P., Whitman, B., Berenzweig, A., and Lawrence, S. (2002). The quest for ground truth in musical artist similarity.
7. Foote, J. T. (1997). Content-based retrieval of music and audio. In SPIE, pages 138–147.
8. Ghias, A., Logan, J., Chamberlin, D., and Smith, B. (1995). Query by humming. In ACM Multimedia.
9. Logan, B. (2000). Mel frequency cepstral coefficients for music modeling. In International Symposium on Music Information Retrieval.
10. Logan, B. and Salomon, A. (2001). A music similarity function based on signal analysis. In ICME 2001, Tokyo, Japan.
11. Rubner, Y., Tomasi, C., and Guibas, L. (1998). A metric for distributions with applications to image databases. In Proc. ICCV.
12. Tzanetakis, G. (2002). Manipulation, Analysis, and Retrieval Systems for Audio Signals. PhD thesis, Princeton University.
13. Vasconcelos, N. (2001). On the complexity of probabilistic image retrieval. In ICCV’01. Vancouver.
14. Whitman, B. and Lawrence, S. (2002). Inferring descriptions and similarity for music from community metadata. In Proceedings of the 2002 International Computer Music Conference. Sweden.