publication . Contribution for newspaper or weekly magazine . 2013

Evaluating music emotion recognition:Lessons from music genre recognition?

Sturm, Bob L.;
Restricted English
  • Published: 01 Jan 2013
  • Country: Denmark
Abstract
A fundamental problem with nearly all work in music genre recognition (MGR)is that evaluation lacks validity with respect to the principal goals of MGR. This problem also occurs in the evaluation of music emotion recognition (MER). Standard approaches to evaluation, though easy to implement, do not reliably differentiate between recognizing genre or emotion from music, or by virtue of confounding factors in signals (e.g., equalization). We demonstrate such problems for evaluating an MER system, and conclude with recommendations.
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Contribution for newspaper or weekly magazine . 2013
Provider: VBN
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