Projekter pr. år
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.
| Originalsprog | Engelsk |
|---|---|
| Tidsskrift | International Conference on Multimedia and Expo |
| Sider (fra-til) | 1-6 |
| Status | Udgivet - 2013 |
| Begivenhed | 2013 IEEE International Conference on Multimedia & Expo - San Jose, USA Varighed: 15 jul. 2013 → 19 jul. 2013 |
Konference
| Konference | 2013 IEEE International Conference on Multimedia & Expo |
|---|---|
| Land/Område | USA |
| By | San Jose |
| Periode | 15/07/2013 → 19/07/2013 |
Fingeraftryk
Dyk ned i forskningsemnerne om 'Evaluating music emotion recognition: Lessons from music genre recognition?'. Sammen danner de et unikt fingeraftryk.-
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 → …
Projekter: Projekt › Forskning
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CoSound
Christensen, M. G. (Projektdeltager), Tan, Z.-H. (Projektdeltager), Jensen, S. H. (Projektdeltager) & Sturm, B. L. (Projektdeltager)
01/01/2012 → 31/12/2015
Projekter: Projekt › Forskning
Aktiviteter
- 1 Foredrag og præsentationer i privat eller offentlig virksomhed
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The Crisis of Evaluation in Music Information Retrieval
Bob L. Sturm (Foredragsholder)
13 nov. 2013Aktivitet: Foredrag og mundtlige bidrag › Foredrag og præsentationer i privat eller offentlig virksomhed
Fil