Abstract
There has been a recent explosion of interest in digital music libraries. In particular, interactive melody retrieval is a striking example of a search paradigm that differs radically from the standard full-text search. Many different techniques have been proposed for melody matching, but the area lacks standard databases that allow them to be compared on common grounds—and copyright issues have stymied attempts to develop such a corpus. This paper focuses on methods for evaluating different symbolic music matching strategies, and describes a series of experiments that compare and contrast results obtained using three dominant paradigms.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
R. Arnold and T. Bell. A corpus for the evaluation of lossless compression algorithms. In Designs, Codes and Cryptography, pages 201–210, 1997.
D. Bainbridge and T. Bell. The challenge of optical music recognition. Computers and the Humanities, 2001.
D. Bird and J.S. Downie, editors. Proceedings of the 1st. Int. Symposium on Music Information Retrieval:ISMIR 2000, Plymouth, Massachusetts, USA, 2000. Available through http://www.music-ir.org.
C. Blake, E. Keogh, and C.J. Merz. UCI Repository of Machine Learning Databases. http://www.ics.uci.edu/~mlearn/mlrepository.html, University of California, Department of Information and Computer Science, Irvine, CA, Irvine, CA, USA, 1998.
D. Bainbridge, C. Nevill-Manning, I. Witten, L. Smith, and R. McNab. Towards a digital library of popular music. In The 4th ACM conference on Digital Libraries, pages 161–169, 1999.
J.S. Downie and D. Bainbridge, editors. Proc. of the 2nd Int. Symposium on Music Information Retrieval, Indiana University, Bloomington, IN, USA, 2001. Available through http://www.music-ir.org.
J.S. Downie. Evaluating a Simple Approach to Musical Information Retrieval:Conc eiving Melodic N-Grams as Text. PhD. thesis, University of Western Ontario, Canada, 1999.
B. Gold and L. Rabiner. Parallel processing techniques for estimating pitchp eriods of speechin the time domain.J. Acoust. Soc. Am., 46(2):442–448, 1969.
H. Hoos, K. Renz, and M. Gorg. GUIDO/MIR: An experimental musical information retrieval system based on guido music notation. In J. Stephen Downie and David Bainbridge, editors, Proc. of the 2nd Int. Symposium on Music Information Retrieval:ISMIR 2001, pages 41–50, 2001.
S. Jones, S.J. Cunningham, R.J. McNab, and S. Boddie. A transaction log analysis of a digital library. International Journal on Digital Libraries, 3(2):152–169, 2000.
R. McNab. Interactive applications of music transcription. MSc thesis, Department of Computer Science, University of Waikato, NZ, 1996.
M. Mongeau and D. Sanko.. Comparison of musical sequences. Computers and the Humanities, pages 161–175, 1990.
D. Parsons. The Directory of Tunes and Musical Themes. Spencer Brown, Cambridge, 1975.
W. Rand and W. Birmingham. Statistical analysis in music information retrieval. In J. Stephen Downie and David Bainbridge, editors, Proc. of the 2nd Int. Symposium on Music Information Retrieval, pages 25–26, Indiana University, Bloomington, IN, USA, 2001.
I. Witten, D. Bainbridge, and S. Boddie. Greenstone: open source dl software. Communications of the ACM, 44(5):44, 2001.
S. Wu and U. Manber. Fast text searching allowing errors. Communications of the ACM, 35(10):83–91, 1992.
I. Witten, A. Mo.at, and T. Bell. Managing Gigabytes:c ompressing and indexing documents and images. Morgan Kaufmann, San Francisco, CA, 1999.
I. Witten, McNab R., S. Boddie, and D. Bainbridge. Greenstone: a comprehensive open-source digital library software system. In Proceedings of the Fifth ACM Conference on Digital Libraries, pages 113–121, San Antonio, Texas, June 2000.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2002 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Bainbridge, D., Dewsnip, M., Witten, I. (2002). Searching Digital Music Libraries. In: Lim, E.P., et al. Digital Libraries: People, Knowledge, and Technology. ICADL 2002. Lecture Notes in Computer Science, vol 2555. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-36227-4_13
Download citation
DOI: https://doi.org/10.1007/3-540-36227-4_13
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-00261-1
Online ISBN: 978-3-540-36227-2
eBook Packages: Springer Book Archive