Probability based playlist generation based on music similarity and user customization

2012 National Conference on Computing and Communication Systems, NCCCS 2012 - Proceeding

Volumn , Issue , 2012, Pages 52-56

  Budhraja, Karan Kumar ^a   Singh, Ashutosh ^a   Dubey, Gaurav ^a   Khosla, Arun ^a  

^a DR B R AMBEDKAR NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

music similarity; pheromone; playlist; probability

Indexed keywords

ANT COLONY OPTIMIZATION (ACO); CALCULATION OF SIMILARITIES; MUSIC SIMILARITY; PHEROMONE; PLAYLIST; SIMILARITY CALCULATION; USER CUSTOMIZATIONS; USER FEEDBACK;

ARTIFICIAL INTELLIGENCE; COMMUNICATION SYSTEMS; PROBABILITY; SOUND RECORDING;

ALGORITHMS;

EID: 84874237312     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NCCCS.2012.6412986     Document Type: Conference Paper

References (18)

1. P. Cano, O. Celma, M. Koppenberger, J. M. Buldu: The topology of music recommendation networks. In Chaos: An Interdisciplinary Journal of Nonlinear Science. http://arxiv.org/abs/physics/0512266v1 (2006)
2. S. Gunasekaran, K. Revathy: Automatic Recognition and Retrieval of Wild Animal Vocalizations. In Int. Journal of Computer Theory and Engineering, Vol.3, No.1, pp. 1793-8201 (2011)
3. J. Herre: MPEG-7 Audio: Tools for Semantic Audio Description and Processing. In Fraunhofer Institute for Integrated Circuits (2011)
4. A. Rauber; E. Pampalk; D. Merkl: The SOM-enhanced JukeBox: Organization and Visualization of Music Collections Based on Perceptual Models. In Journal of New Music Research, Vol.32, No.2, pp. 193-210 (2003)
5. M. Alghoniemy, A. Tewfik: A Network Flow Model for Playlist Generation In Proc. IEEE Int. Conf. on Multimedia and Expo (2001)
6. F. Maillet, D. Eck, G. Desjardins, P. Lamere: Steerable playlist generation by learning song similarity from radio station playlists. In Proc. of Int. Conf. on Music Information Retrieval (2009)
7. B. Fields, K. Jacobson, C. Rhodes, M. Casey: Social playlists and bottleneck measurements: Exploiting musician social graphs using content-based dissimilarity and pairwise maximum flow values. In Proc. of Int. Symposium on Music Information Retrieval (2008)
8. B. Fields, K. Jacobson, M. Casey, M. Sandler: Do you sound like your friends? Exploring artist similarity via artist social network relationships and audio signal processing. In Int. Computer Music Conf. (2008)
9. P. K Nees, T. Pohle, M. Schedl, G. Widmer: Combining audio-based similarity with web-based data to accelerate automatic music playlist generation. In Proc. the ACM Int. Workshop on Multimedia Information Retrieval (2006)
10. E. Pampalk, A. Flexer, G. Widmer: Improvements of audio based music similarity and genre classification. In Proc. of the 6th Int. Symposium on Music Information Retrieval (2005)
11. S. M. Lloyd, M. Sandler: Automatic Playlist Generation and Music Library Visualisation with Timbral Similarity Measures. In Queen Mary University of London (2009)
12. E. Pampalk, G. Widmer: Computational Models of Music Similarity and their Application in Music Information Retrieval. PhD thesis. In Vienna University of Technology (2006)
13. T. Bertin-Mahieux, D. P. W. Ellis, B. Whitman, P. Lamere: The Million Song Dataset. In Proc. of Int. Society for Music Information Retrieval Conf. (2011)
14. J. Golbeck. D. L. Hansen: A Framework for Recommending Collections. In Proc. of Workshop on Novelty and Diversity in Recommender Systems (2011)
15. B. McFee. G. Lanckriet: The Natural Language of Playlists. In Proc. of Int. Society for Music Information Retrieval Conf. (2011)
16. M. Slaney: Auditory Toolbox. Technical Report #1998-010. In Interval Research Corporation. https://engineering.purdue.edu/~malcolm/interval/1998-010/ (1998)
17. B. Balasko, J. Abonyi, B. Feil: Fuzzy clustering and data analysis toolbox. Department of Process Engineering, University of Veszprem. http://www.fmt.vein.hu/softcomp/fclusttoolbox (2005)
18. M. Gasser, E. Pampalk, M. Tomitsch: A Content-Based User-Feedback Driven Playlist Generator and its Evaluation in a Real-World Scenario, In Proc. of the Audio Mostly 2007 Conference on Interaction with Sound, Ilmenau, Germany (2007)