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Abstract
This report presents an overview of the data mining contestorganized in conjunction with the 19th International Symposiumon Methodologies for Intelligent Systems (ISMIS 2011), in days betweenJan 10 and Mar 21, 2011, on TunedIT competition platform. The contestconsisted of two independent tasks, both related to music information retrieval:recognition of music genres and recognition of instruments, for agiven music sample represented by a number of pre-extracted features.In this report, we describe aim of the contest, tasks formulation, procedures of data generation and parametrization, as well as final results of the competition.
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Keywords
Details
- Category:
- Monographic publication
- Type:
- rozdział, artykuł w książce - dziele zbiorowym /podręczniku w języku o zasięgu międzynarodowym
- Title of issue:
- Foundations of Intelligent Systems strony 715 - 724
- Language:
- English
- Publication year:
- 2011
- Bibliographic description:
- Kostek B., Kupryjanow A., Żwan P., Jiang W., Raś Z., Wojnarski M., Świetlicka J.: Report of the ISMIS 2011 Contest : Music Information Retrieval// Foundations of Intelligent Systems/ ed. eds. M. Kryszkiewicz, H. Rybiński, A. Skowron, Z. W. Raś. Heidenberg: Springer, 2011, s.715-724
- Verified by:
- Gdańsk University of Technology
Referenced datasets
- dataset SYNAT_MUSIC_GENRE_FV_173
- dataset SYNAT Music Genre Parameters PCA 19
- dataset SYNAT_PCA_48
- dataset SYNAT_PCA_11
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