An innovative three-dimensional user interface for exploring music collections enriched

Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006

Volumn , Issue , 2006, Pages 17-24

  Knees, Peter ^a   Schedl, Markus ^a   Pohle, Tim ^a   Widmer, Gerhard ^a,b  

^a JOHANNES KEPLER UNIVERSITY LINZ   (Austria)

^b AUSTRIAN RESEARCH INSTITUTE FOR ARTIFICIAL INTELLIGENCE   (Austria)

Author keywords

Clustering; Music information retrieval; Music similarity; User interface; Visualization; Web mining

Indexed keywords

MUSIC INFORMATION RETRIEVAL; MUSIC SIMILARITY; SMOOTHED DATA HISTOGRAM (SDH); WEB MINING;

CLUSTERING ALGORITHMS; DATA MINING; INFORMATION RETRIEVAL; SELF ORGANIZING MAPS; THREE DIMENSIONAL; USER INTERFACES; WORLD WIDE WEB;

COMPUTER MUSIC;

EID: 34547183922     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1180639.1180652     Document Type: Conference Paper

References (26)

1. M. Allen, J. Gluck, K. MacLean, and E. Tang. An initial usability assessment for symbolic haptic rendering of music parameters. In ICMI '05: Proc. of the 7th international conference on Multimodal interfaces, New York, NY, USA, 2005. ACM Press.
2. J.-J. Aucouturier, F. Pachet, and M. Sandler. "The Way It Sounds": Timbre Models for Analysis and Retrieval of Music Signals. IEEE Transactions on Multimedia, 7(6):1028-1035, December 2005.
3. E. Brazil and M. Fernström. Audio information browsing with the sonic browser. In Coordinated and Multiple Views In Exploratory Visualization (CMV03), London, UK, 2003.
4. P. Cano, M. Kaltenbrunner, F. Gouyon, and E. Batlle. On the Use of Fastmap for Audio Retrieval and Browsing. In Proc. of the International Conference on Music Information Retrieval (ISMIR'02), Paris, France, 2002.
5. M. Goto and T. Goto. Musicream: New Music Playback Interface for Streaming, Sticking, and Recalling Musical Pieces. In Proc. of the 6th International Conference on Music Information Retrieval (ISMIR'05), London, UK, 2005.
6. P. Knees, E. Pampalk, and G. Widmer. Artist Classification with Web-based Data. In Proc. of 5th International Conference on Music Information Retrieval (ISMIR'04), Barcelona, Spain, October 2004.
7. T. Kohonen. Self-Organizing Maps, volume 30 of Springer Series in Information Sciences. Springer, Berlin, 3rd edition, 2001.
8. K. Lagus and S. Kaski. Keyword selection method for characterizing text document maps. In Proc. of 9th International Conference on Artificial Neural Networks (ICANN'99), volume 1, London, 1999. IEEE.
9. D. Lubbers. Sonixplorer: Combining Visualization and Auralization for Content-based Exploration of Music Collections. In Proc. of the 6th International Conference on Music Information Retrieval (ISMIR'05), London, UK, 2005.
10. M. Mandel and D. Ellis. Song-Level Features and Support Vector Machines for Music Classification. In Proc. of the 6th International Conference on Music Information Retrieval (ISMIR'05), London, UK, 2005.
11. F. Mörchen, A. Ultsch, M. Nöcker, and C. Stamm. Databionic visualization of music collections according to perceptual distance. In Proc. of the 6th International Conference on Music Information Retrieval (ISMIR'05), London, UK, 2005.
12. R. Neumayer, M. Dittenbach, and A. Rauber. PlaySOM and PocketSOMPlayer, Alternative Interfaces to Large Music Collections. In Proc. of the 6th International Conference on Music Information Retrieval (ISMIR'05), London, UK, 2005.
13. E. Pampalk. Islands of Music: Analysis, Organization, and Visualization of Music Archives. Master's thesis, Vienna University of Technology, 2001.
14. E. Pampalk, S. Dixon, and G. Widmer. Exploring music collections by browsing different views. Computer Music Journal, 28(2):49-62, 2004.
15. E. Pampalk, A. Flexer, and G. Widmer. Hierarchical organization and description of music collections at the artist level. In Proc. of the 9th European Conference on Research and Advanced Technology for Digital Libraries (ECDL'05), Vienna, Austria, 2005.
16. E. Pampalk, A. Rauber, and D. Merkl. Content-based organization and visualization of music archives. In Proc. of the ACM Multimedia, Juan les Pins, France, December 1-6 2002. ACM.
17. E. Pampalk, A. Rauber, and D. Merkl. Using smoothed data, histograms for cluster visualization in self-organizing maps. In Proc. of the International Conference on Artifical Neural Networks (ICANN'02), Madrid, Spain, 2002.
18. S. Pauws, D. Bouwhuis, and B. Eggen. Programming and enjoying music with your eyes closed. In CHI '00: Proc. of the SIGCHI conference on Human factors in computing systems, New York, NY, USA, 2000. ACM Press.
19. M. Schedl. An explorative, hierarchical user interface to structured music repositories. Master's thesis, Vienna, University of Technology, December 2003.
20. I. Stavness, J. Gluck, L. Vilhan, and S. Fels. The MUSICtable: A Map-Based Ubiquitous System for Social Interaction with a Digital Music Collection. In Proc. of the 4th International Conference on Entertainment Computing (ICEC 2005), Sanda, Japan, 2005.
21. M. Torrens, P. Hertzog, and J.-L. Arcos. Visualizing and Exploring Personal Music Libraries. In Proc. of 5th International Conference on Music Information Retrieval (ISMIR'04), Barcelona, Spain, 2004.
22. G. Tzanetakis and P. Cook. Marsyas3D: A Prototype Audio Browser-Editor Using a Large Scale Immersive Visual Audio Display. In Proc. of the International Conference on Auditory Display, 2001.
23. R., van Gulik, F. Vignoli, and H. van de Wetering. Mapping music in the palm of your hand, explore and discover your collection. In Proc. of 5th International Conference on Music Information Retrieval (ISMIR'04), Barcelona, Spain, 2004.
24. B. Whitman and S. Lawrence. Inferring descriptions and similarity for music from community metadata. In Proc. of the 2002 International Computer Music Conference, Goteborg, Sweden, September 2002.
25. J. A. Wise, J. J. Thomas, K. Pennock, D. Lantrip, M. Pottier, A. Schur, and V. Crow. Visualizing the Non-Visual: Spatial analysis and interaction with information from text documents. In Proc. of the 1995 IEEE Symposium on Information Visualization (INFOVIS'95), Atlanta, Georgia, 1995.
26. Y. Yang and J. O. Pedersen. A comparative study on feature selection in text categorization. In D. H. Fisher, editor, Proc. of ICML-97, 14th International Conference on Machine Learning, Nashville, US, 1997.