Abstract
For content-based music retrieval, since not only the correctness of retrieval results but also the performance of retrievals is important, there are great needs for efficient content-based music retrieval systems that can quickly retrieve the relevant music on demand from large music database with low storage overhead. In this paper, we describe the design and implementation of a content-based music retrieval system in which the representative melody index is systemically constructed and used to support quick and appropriate retrievals to users’ melody queries. By using the proposed system for digital music libraries, it could save up to 65% of index space than that for the whole motifs index while the appropriateness of retrieval results is maintained.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Niblack, W., et al.: QBIC Project: Querying Images by Content, Using Color, Tex-ture, and Shape. In: Proceedings of the Conference on Storage and Retrieval for Image and Video Database (1993)
Back, J.R.: The Virage Image Search Engine: An Open Framework for Image Man-agement. In: Proceedings of the Conference on Storage and Retrieval for Image and Video Database (1996)
Lu, G.: Indexing and Retrieval of Audio: A Survey. Journal of Multimedia Tools and Applications 5, 269–290 (2001)
Kim, S., Kim, Y.: An Indexing and Retrieval Mechanism Using Representative Melodies for Music Databases. In: Proceedings of 2000 International Conference on In-formation Society in the 21stCentury, pp. 393–400 (2000)
Ghias, A., Logan, J., Charmberlin, D., Smith, B.C.: Query By Humming Musical In-formation Retrieval in an Audio Database. In: Proceedings of ACM Multimedia (1995)
McNab, R., Smith, L., Witten, I.: Towards the Digital Music Library: Tune Retrieval from Acoustic Input. In: Proceedings of Digital Libraries (1996)
Chou, T., Chen, A., Liu, C.: Music Databases: Indexing Techniques and Implementation. In: Proceedings of IEEE International Workshop on Multimedia Database Management Systems (1996)
Hurson, D.: Themefinder, http://www.themefinder.com
Meyer, L.: Explaining Music. Saegwang Publishing Co. (1990)
Jee, J., Oh, H.: Design and Implementation of Music Information Retrieval System Using Melodies. Journal of Korea Information Processing Society 5(1) (1998)
Chen, A., Hsu, J., Liu, C.C.: Efficient Repeating Pattern Finding in Music Databases. In: Proceedings of ACM Conference on Information and Knowledge Management (1998)
Liu, C.C., Hsu, J.L., Chen, L.P.: Efficient Theme and Non-trivial Repeating Pattern Discovering in Music Databases. In: Proceedings of the 15thInternational Conference on Data Engineering (1999)
Kang, Y., Ku, K., Kim, Y.S.: Extracting Theme Melodies by Using a Graphical Clustering Algorithm for Content-based Music Information Retrieval. In: Caplinskas, A., Eder, J. (eds.) ADBIS 2001. LNCS, vol. 2151, p. 84. Springer, Heidelberg (2001)
Ku, K., Kim, Y.S.: Extraction of Representative Melodies Considering Musical Composition Forms for Content-based Music Retrievals. In: Proceedings of the IASTED International Conference on Databases and Applications (2004)
Lee, B., Paek, G.: Everyone can compose songs. Jackeunwoori Publishing Co., Korea (2000)
Lim, S., Ku, K., Kim, Y.S.: Similarity Computation between Music Motifs Using Cosine Measure. Proceedings of Korea Information Processing Society 10(1) (2003)
Ciaccia, P., Patella, M., Zezula, P.: M-tree: An Efficient Access Method for Similarity Search in Metric Spaces. In: Proceedings of 23rd International Conference on VLDB (1997)
Ha, J., Ku, K., Park, J., Kim, Y.S.: Construction of Theme Melody Index by Transforming Melody to Time-series Data for Content-based Music Information Retrieval. Journal of Korea Information Processing Society 10 (2003)
Yi, B., Jagadish, H., Faloutsos, C.: Efficient Retrieval of Similar Time Sequences under Time Warping. In: Proceedings of IEEE International Conference on Data Engineering (1998)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Won, JY., Lee, JH., Ku, K., Park, J., Kim, YS. (2005). A Content-Based Music Retrieval System Using Representative Melody Index from Music Databases. In: Wiil, U.K. (eds) Computer Music Modeling and Retrieval. CMMR 2004. Lecture Notes in Computer Science, vol 3310. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-31807-1_21
Download citation
DOI: https://doi.org/10.1007/978-3-540-31807-1_21
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-24458-5
Online ISBN: 978-3-540-31807-1
eBook Packages: Computer ScienceComputer Science (R0)