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MusCat: a music browser featuring abstract pictures and zooming user interface

Published: 21 March 2011 Publication History

Abstract

Today many people store music media files in personal computers or portable audio players, thanks to recent evolution of multimedia technologies. The more music media files these devices store, the messier it is to search for tunes that users want to listen to. We propose MusCat, a music browser to interactively search for the tunes according to features, not according to metadata (e.g. title, artist name). The technique firstly calculates features of tunes, and then hierarchically clusters the tunes according to the features. It then automatically generates abstract pictures, so that users can recognize characteristics of tunes more instantly and intuitionally. It finally visualizes the tunes by using abstract pictures. The technique enables intuitive music selection with the zooming user interface.

References

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A. Gomi, R. Miyazaki, T. Itoh, J. Li: "CAT: A Hierarchical Image Browser Using a Rectangle Packing Technique," 12th International Conference on Information Visualization, pp. 82--87, 2008.
[2]
K. Yamawaki, H. Shiizuka: "Characteristic recognition of the musical piece with correspondence analysis," Journal of Kansei Engineering, Vol. 7, No. 4, pp. 659--663, 2008.
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S. Kobayashi: Color System, Kodansha, Tokyo, 2001.
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M. Oda, T. Itoh, "MIST: A Music Icon Selection Technique Using Neural Network", NICOGRAPH International, 2007.
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P. Kolhoff, J. Preub, J. Loviscach: "Music Icons: Procedural Glyphs for Audio Files," IEEE SIBGRAPI, pp. 289--296, 2006.
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S. Carpendale, E. Fanea, T. Isenberg, "An Interactive 3D Integration of Parallel Coordinates and Star Glyphs," IEEE INFOVIS, pp. 149--156, 2005.
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L. Lie, D. Liu, H. Zhang: "Automatic mood detection and tracking of music audio signals," IEEE Transactions on Audio, Speech, and Language Processing, Vol. 14, pp. 5--18, 2006.
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M. Goto, T. Goto: Musicream: "New Music Playback Interface for Streaming, Sticking, Sorting, and Recalling Musical Pieces," Proceedings of the 6th International Society for Music Information Retrieval, pp. 404--411, 2005.
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P. Lamere, D. Eck: "Using 3D Visualizations to explore and discover music," Proceedings of the 8th International Society for Music Information Retrieval, pp. 173--174, 2007.
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Marsyas, http://marsyas.info/
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O. Lartillot: "MIRtoolbox," http://www.jyu.fi/hum/laitokset/musiikki/en/research/coe/materials/mirtoolbox
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Cited By

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  • (2016)Sound-effects Exploratory Retrieval System Based on Various AspectsIEEJ Transactions on Electronics, Information and Systems10.1541/ieejeiss.136.1712136:12(1712-1720)Online publication date: 2016
  • (2014)GRAPE: A Gradation Based Portable Visual Playlist2014 18th International Conference on Information Visualisation10.1109/IV.2014.13(361-365)Online publication date: Jul-2014

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cover image ACM Conferences
SAC '11: Proceedings of the 2011 ACM Symposium on Applied Computing
March 2011
1868 pages
ISBN:9781450301138
DOI:10.1145/1982185
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

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Publication History

Published: 21 March 2011

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SAC'11
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SAC'11: The 2011 ACM Symposium on Applied Computing
March 21 - 24, 2011
TaiChung, Taiwan

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Overall Acceptance Rate 1,650 of 6,669 submissions, 25%

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Cited By

View all
  • (2016)Sound-effects Exploratory Retrieval System Based on Various AspectsIEEJ Transactions on Electronics, Information and Systems10.1541/ieejeiss.136.1712136:12(1712-1720)Online publication date: 2016
  • (2014)GRAPE: A Gradation Based Portable Visual Playlist2014 18th International Conference on Information Visualisation10.1109/IV.2014.13(361-365)Online publication date: Jul-2014

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