Making explicit the formalism underlying evaluation in music information retrieval research
a look at the mirex automatic mood classification task
pp. 89-104
Abstract
We make explicit the formalism underlying evaluation in music information retrieval research. We define a 'system," what it means to "analyze" one, and make clear the aims, parts, design, execution, interpretation, assumptions and limitations of its "evaluation." We apply this formalism to discuss the MIREX automatic mood classification task.
Publication details
Published in:
Aramaki Mitsuko, Derrien Olivier, Kronland-Martinet Richard, Ystad Sølvi (2014) Sound, music, and motion: 10th international symposium, CMMR 2013, Marseille, France, October 15-18, 2013. revised selected papers. Dordrecht, Springer.
Pages: 89-104
DOI: 10.1007/978-3-319-12976-1_6
Full citation:
Sturm Bob L. (2014) „Making explicit the formalism underlying evaluation in music information retrieval research: a look at the mirex automatic mood classification task“, In: M. Aramaki, O. Derrien, R. Kronland-Martinet & S. Ystad (eds.), Sound, music, and motion, Dordrecht, Springer, 89–104.