Browsing Centre for Digital Music (C4DM) by Author "Maruri-Aguilar, H"
Now showing items 1-2 of 2
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Analysing Scattering-Based Music Content Analysis Systems: Where's the Music?
RODRIGUEZ ALGARRA, F; Sturm, BL; Maruri-Aguilar, H; 17th International Society for Music Information Retrieval Conference (ISMIR 2016) (2016-08-07)Music content analysis (MCA) systems built using scattering transform features are reported quite successful in the GTZAN benchmark music dataset. In this paper, we seek to answer why. We first analyse the feature extraction ... -
The scientific evaluation of music content analysis systems: Valid empirical foundations for future real-world impact
STURM, BLT; Maruri-Aguilar, H; Parker, B; Grossmann, H; International Conference on Machine LearningWe discuss the problem of music content analysis within the formal framework of experimental design.