Modeling and predicting song adjacencies in commercial albums

Proceedings of the 9th Sound and Music Computing Conference, SMC 2012

Volumn , Issue , 2012, Pages

  Sarroff, Andy M ^a   Casey, Michael ^b  

^a Dartmouth College   (United States)

^b Lamont Doherty Earth Observatory   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER PROGRAMMING; COMPUTER SCIENCE;

AUTOMATIC PLAYLIST GENERATION; FEATURE SUBSET SELECTION; GAUSSIANS; LARGE SCALE EXPERIMENTS; LARGE-SCALE DATASET; LATENT STRUCTURES; TEST SETS; TRAINING SETS;

TESTING;

EID: 84905159362     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (28)

1. th International Society for Music Information Retrieval Conference.
2. B. Fields, "Contextualize your listening: The playlist as recommendation engine," Ph.D. dissertation, Department of Computing Goldsmiths, University of London, 2011.
3. F. Pachet, P. Roy, and D. Cazaly, "A combinatorial approach to content-based music selection," in Multimedia Computing and Systems, 1999. IEEE International Conference on, vol. 1, Jul. 1999, pp. 457-462.
4. F. Pachet, "A combinatorial approach to content-based music selection," Multimedia, IEEE, vol. 7, no. 1, pp. 44-51, 2000.
5. J.-J. Aucouturier and F. Pachet, "Scaling up music playlist generation," in Multimedia and Expo, 2002. ICME'02. Proceedings. 2002 IEEE International Conference on, vol. 1, 2002, pp. 105-108.
6. S. Pauws and B. Eggen, "PATS: Realization and user evaluation of an automatic playlist generator," in Proceedings of the 3rd International Conference on Music Information Retrieval, 2002, pp. 222-230.
7. J. Platt, C. Burges, S. Swenson, C. Weare, and A. Zheng, "Learning a Gaussian process prior for automatically generating music playlists," Advances in neural information processing systems, vol. 2, pp. 1425-1432, 2002.
8. M. Alghoniemy and A. Tewfik, "A network flow model for playlist generation," in Multimedia and Expo, 2001. ICME 2001. IEEE International Conference on, Aug. 2001, pp. 329-332.
9. B. Logan and A. Salomon, "A content-based music similarity function," Cambridge Research Labs, Tech. Rep., 2001.
10. B. Logan, "Content-based playlist generation: Exploratory experiments," in Proceedings of the International Symposium on Music Information Retrieval, 2002.
11. B. Logan, "Music recommendation from song sets," in Proceedings of the 5th International Conference on Music Information Retrieval, 2004, pp. 425-428.
12. T. Pohle, E. Pampalk, and G. Widmer, "Generating similarity-based playlists using traveling salesman algorithms," in Proceedings of the 8th International Conference on Digital Audio Effects (DAFx-05), 2005.
13. E. Pampalk, T. Pohle, and G. Widmer, "Dynamic playlist generation based on skipping behavior," in Proceedings of the 6th International Conference on Music Information Retrieval, 2005, pp. 634-637.
14. D. Gartner, F. Kraft, and T. Schaaf, "An Adaptive Distance Measure for Similarity Based Playlist Generation," in Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on, vol. 1, Apr. 2007, pp. 229-232.
15. A. Andric and G. Haus, "Automatic playlist generation based on tracking user's listening habits," Multimedia Tools and Applications, vol. 29, pp. 127-151, 2006, 10.1007/s11042-006-0003-9. [Online]. Available: http://dx.doi.org/10.1007/s11042-006-0003-9
16. N.-H. Liu and S.-J. Hsieh, "Intelligent Music Playlist Recommendation Based on User Daily Behavior and Music Content," in Advances in Multimedia Information Processing-PCM 2009, ser. Lecture Notes in Computer Science, P. Muneesawang, F. Wu, I. Kumazawa, A. Roeksabutr, M. Liao, and X. Tang, Eds. Springer Berlin/Heidelberg, 2009, vol. 5879, pp. 671-683. [Online]. Available: http://dx.doi.org/10.1007/978-3-642-10467-159
17. N.-H. Liu, S.-J. Hsieh, and C.-F. Tsai, "An intelligent music playlist generator based on the time parameter with artificial neural networks," Expert Systems with Applications, vol. 37, no. 4, pp. 2815-2825, 2010. [Online]. Available: http://www.sciencedirect.com/science/article/B6V03-4X6MSSX-5/2/85f0089a34613641c67250af2be3717d
18. J.-L. Hsu and S.-C. Chung, "Constraint-based playlist generation by applying genetic algorithm," in Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on, oct. 2011, pp. 1417-1422.
19. D. Cliff, "hpDJ: An Automated DJ with Floorshow Feedback," in Consuming Music Together, ser. Computer Supported Cooperative Work, K. O'Hara and B. Brown, Eds. Springer Netherlands, 2006, vol. 35, pp. 241-264. [Online]. Available: http://dx.doi.org/10.1007/1-4020-4097-012
20. N. Oliver and L. Kreger-Stickles, "PAPA: Physiology and purpose-aware automatic playlist generation," in Proc. 7th Int. Conf. Music Inf. Retrieval, 2006, pp. 250-253.
21. A. Flexer, D. Schnitzer, M. Gasser, and G. Widmer, "Playlist generation using start and end songs," in Proceedings of the 9th International Conference of Music Information Retrieval (ISMIR 2008), 2008, pp. 173-178.
22. R. Ragno, C. J. C. Burges, and C. Herley, "Inferring similarity between music objects with application to playlist generation," in Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval, ser. MIR'05. New York, NY, USA: ACM, 2005, pp. 73-80. [Online]. Available: http://doi.acm.org/10.1145/1101826.1101840
23. C. Baccigalupo and E. Plaza, "Case-Based Sequential Ordering of Songs for Playlist Recommendation," in Advances in Case-Based Reasoning, ser. Lecture Notes in Computer Science, T. Roth-Berghofer, M. Göker, and H. Güvenir, Eds. Springer Berlin/Heidelberg, 2006, vol. 4106, pp. 286-300. [Online]. Available: http://dx.doi.org/10.1007/1180581622
24. F. Maillet, D. Eck, G. Desjardins, and P. Lamere, "Steerable playlist generation by learning song similarity from radio station playlists," in Proceedings of the 10th International Conference on Music Information Retrieval, 2009.
25. B. Katz, Mastering Audio: the art and the science, 2nd ed. Focal Press, 2007.
26. T. Bertin-Mahieux, D. P. Ellis, B. Whitman, and P. Lamere, "The million song dataset," in Proceedings of the 12th International Conference on Music Information Retrieval (ISMIR 2011), 2011.
27. C. Krumhansl, Cognitive foundations of musical pitch. Oxford University Press, USA, 2001.
28. B. McFee and G. Lanckriet, "The natural language of playlists," in Proceedings of the 12th International Conference on Music Information Retrieval, 2011.