Projects per year
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.
| Original language | English |
|---|---|
| Journal | International Conference on Multimedia and Expo |
| Pages (from-to) | 1-6 |
| Publication status | Published - 2013 |
| Event | 2013 IEEE International Conference on Multimedia & Expo - San Jose, United States Duration: 15 Jul 2013 → 19 Jul 2013 |
Conference
| Conference | 2013 IEEE International Conference on Multimedia & Expo |
|---|---|
| Country/Territory | United States |
| City | San Jose |
| Period | 15/07/2013 → 19/07/2013 |
Fingerprint
Dive into the research topics of 'Evaluating music emotion recognition: Lessons from music genre recognition?'. Together they form a unique fingerprint.-
Greedy Sparse Approximation and the Automatic Description of Audio and Music Data
Sturm, B. L.
Technology and Production Independent Postdoc Center for Independent Research
01/01/2012 → …
Project: Research
-
CoSound
Christensen, M. G., Tan, Z., Jensen, S. H. & Sturm, B. L.
01/01/2012 → 31/12/2015
Project: Research
Activities
- 1 Talks and presentations in private or public companies
-
The Crisis of Evaluation in Music Information Retrieval
Bob L. Sturm (Lecturer)
13 Nov 2013Activity: Talks and presentations › Talks and presentations in private or public companies
File