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Automatic Analysis and Musicological Interpretation of Human Free Sorting of Musical Excerpts

Dauban, Nicolas and Sènac, Christine and Pinquier, Julien and Gaillard, Pascal and Florin, Ludovic and Albenge, Paul Automatic Analysis and Musicological Interpretation of Human Free Sorting of Musical Excerpts. (2019) In: 11th International Conference on Advances in Multimedia (MMEDIA 2019), 24 April 2019 - 28 April 2019 (Valencia, Spain).

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Abstract

Most content-based music recommendation systems are relying on audio features which do not always match with musicological criteria. This paper describes the experimental protocol and the results of a sorting experiment, which leads to an 'average categorization' by volunteers. An automatic analysis afterward aims at identifying relevant acoustic parameters based on the obtained categories and sub-categories. A musicological analysis was also done in parallel.

Item Type:Conference or Workshop Item (Paper)
Additional Information:ISSN: 2308-4448 ISBN: 978-1-61208-697-2 Archived in the free access ThinkMind Digital Library : https://www.thinkmind.org/index.php?view=article&articleid=mmedia_2019_3_20_50035
HAL Id:hal-02442010
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Other partners > Sorbonne Université (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited On:13 Dec 2019 08:54

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