Abstract
Increases in hard disk capacity and audio compression technology have enabled the storage of large collections of music on personal computers and portable devices. As an example a portable device with 20 Gigabytes of storage can hold up to 4000 songs in compressed audio format. Currently the only way of structuring these collections is using a file system hierarchy which allows very limited forms of searching and retrieval. These limitations are even more pronounced in the case of portable devices where there is less screen real estate and user attention is limited compared to a personal computer.
Musescape is a prototype tool for organizing and interacting with large music collections in audio format with specific emphasis on portable devices. It provides a variety of automatic and manual ways to organize and interact with large music collections using a consistent continuous audio feedback user interface for browsing, searching and annotating. Using this system a user can convert an unstructured or partially structured collection of music with limited retrieval capabilities into a music library with enhanced functionality.
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Kang, H., Shneiderman, B.: Visualization Methods for Personal Photo Collections: Browsing and Searching in the PhotoFinder. In: Proc. Int. Con.f on Multimedia and Expo. IEEE, New York (2000)
Christel, M.G., Smith, M.A., Taylor, R.C., Winkler, D.B.: Evolving video skims into useful multimedia abstractions. In: Proc. of the SIGCHI Conf. on Human Factors in Computing Systems, Los Angeles, USA , pp. 171–178 (1998)
Arons, B.: SpeechSkimmer: a system for interactively skimming recorded speech. ACM Transactions Computer Human Interaction 4, 3–38 (1997), http://www.media.mit.edu/people/barons/papers/ToCHI97.ps
Scheirer, E.: Tempo and beat analysis of acoustic musical signals. Journal of the Acoustical Society of America 103, 588–601 (1998)
Laroche, J.: Estimating Tempo, Swing and Beat Locations in Audio Recordings. In: Proc. Int. Workshop on applications of Signal Processing to Audio and Acoustics WASPAA, Mohonk, NY, pp. 135–139. IEEE, Los Alamitos (2001)
Dixon, S.: An Interactive Beat Tracking and Visualization System. In: Proc. Int. Computer Music Conf (ICMC), Habana, Cuba, ICMA, pp. 215–218 (2002)
Tzanetakis, G., Cook, P.: Musical Genre Classification of Audio Signals. IEEE Transactions on Speech and Audio Processing 10 (2002)
Logan, B., Salomon, A.: A Music Similarity Function based on Signal Analysis. In: Int. Conf. on Multimedia and Expo (ICME). IEEE, Los Alamitos (2001)
Aucouturier, J.J., Pachet, F.: Music Similarity Measures: What’s the use? In: Proc. Int. Conf. on Music Information Retrieval (ISMIR), Paris, France, pp. 157–163 (2002)
Ghias, A., Logan, J., Chamberlin, D., Smith, B.: Query by Humming: Musical Information Retrieval in an Audio Database. ACM Multimedia, 213–236 (1995)
Fernstrom, M., Brazil, E.: Sonic Browsing: an auditory tool for multimedia asset management. In: Proc. Int. Conf. on Auditory Display (ICAD), Espoo, Finland (2001)
Cano, P., Kaltenbrunner, M., Gouyon, F., Battle, E.: On the use of FastMap for Audio Retrieval and Browsing. In: Proc. Int. Conf. on Music Information Retrieval (ISMIR), Paris, France, pp. 275–276 (2002)
Rauber, A., Pampalk, E., Merkl, D.: Using Psycho-Acoustic Models and Self-Organizing Maps to Create a Hierarchical Structure of Music by Sound Similarity. In: Proc. Int. Conf. Music Information Retrieval (ISMIR), Paris, France, pp. 71–80 (2002)
Shneiderman, B.: Designing the User Interface: Strategies for Effective Human- Computer Interaction., 3rd edn. Addison-Wesley, Reading (1998)
Tzanetakis, G., Ermolinskyi, A., Cook, P.: Beyond the Query-by-Example Paradigm: New Query Interfaces for Music Information Retrieval. In: Proc. Int. Computer Music Conference (ICMC), Gothenburg, Sweden (2002)
Duda, R., Hart, P., Stork, D.: Pattern classification. John Wiley & Sons, New York (2000)
Tzanetakis, G., Cook, P.: Marsyas: A framework for audio analysis. Organised Sound 4(3) (2000)
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Tzanetakis, G. (2003). Musescape: A Tool for Changing Music Collections into Libraries. In: Koch, T., Sølvberg, I.T. (eds) Research and Advanced Technology for Digital Libraries. ECDL 2003. Lecture Notes in Computer Science, vol 2769. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45175-4_38
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DOI: https://doi.org/10.1007/978-3-540-45175-4_38
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