Difference between revisions of "2005:Audio Drum Detection Results"
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(Created page with ''''Goal:''' To detect the occurences of drum events in polyphonic audio. '''Dataset:''' At least 50 files of both live and sequenced music, with many genres encompassed and var…') |
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! Rank !! Participant !! Total Average Classification F-measure !! Total Overall Onset Precision !! Total Overall Onset Recall !! Total Overall Onset F-measure !! BD Average F-measure !! HH Average F-measure !! SD Average F-measure !! Runtime (s) !! Machine | ! Rank !! Participant !! Total Average Classification F-measure !! Total Overall Onset Precision !! Total Overall Onset Recall !! Total Overall Onset F-measure !! BD Average F-measure !! HH Average F-measure !! SD Average F-measure !! Runtime (s) !! Machine | ||
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| − | + | | 1 || Yoshii, Goto, & Okuno || 0.670 || 64.92% || 67.02% || 0.659 || 0.728 || 0.574 || 0.702 || 8534 || B 0 | |
| + | |- | ||
| + | | 2 || Tanghe, Degroeve, & De Baets 3 || 0.611 || 63.30% || 71.19% || 0.670 || 0.688 || 0.601 || 0.555 || 1337 || Y | ||
| + | |- | ||
| + | | 3 || Tanghe, Degroeve, & De Baets 4 || 0.609 || 62.57% || 71.09% || 0.666 || 0.686 || 0.590 || 0.562 || 1342 || Y | ||
| + | |- | ||
| + | | 4 Tanghe, Degroeve, & De Baets 1 || 0.599 || 60.02% || 72.45% || 0.657 || 0.677 || 0.588 || 0.542 || 1350 || Y | ||
| + | |- | ||
| + | | 5 Dittmar, C. || 0.588 || 65.68% || 63.38% || 0.645 || 0.606 || 0.585 || 0.581 || 673 || R | ||
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| + | | 6 Paulus, J. || 0.499 || 59.61% || 64.86% || 0.621 || 0.527 || 0.587 || 0.430 || 1137 || L | ||
| + | |- | ||
| + | | 7 Gillet & Richard 2 || 0.443 || 77.09% || 40.63% || 0.532 || 0.598 || 0.334 || 0.428 || 21248 || F | ||
| + | |- | ||
| + | | 8 Gillet & Richard 1 || 0.391 || 69.84% || 37.98% || 0.492 || 0.533 || 0.343 || 0.317 || 21997 || F | ||
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Revision as of 21:56, 26 July 2010
Goal: To detect the occurences of drum events in polyphonic audio.
Dataset: At least 50 files of both live and sequenced music, with many genres encompassed and various degrees of drum audio contained in the files. Three collections of music were used: Christian Dittmar (CD), Koen Tanghe (KT) and Masataka Goto (MG). Participants were evaluated against music from each individual collection, and then the three collection scores are averaged to produce a composite score.
| OVERALL | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Rank | Participant | Total Average Classification F-measure | Total Overall Onset Precision | Total Overall Onset Recall | Total Overall Onset F-measure | BD Average F-measure | HH Average F-measure | SD Average F-measure | Runtime (s) | Machine |
| 1 | Yoshii, Goto, & Okuno | 0.670 | 64.92% | 67.02% | 0.659 | 0.728 | 0.574 | 0.702 | 8534 | B 0 |
| 2 | Tanghe, Degroeve, & De Baets 3 | 0.611 | 63.30% | 71.19% | 0.670 | 0.688 | 0.601 | 0.555 | 1337 | Y |
| 3 | Tanghe, Degroeve, & De Baets 4 | 0.609 | 62.57% | 71.09% | 0.666 | 0.686 | 0.590 | 0.562 | 1342 | Y |
| 4 Tanghe, Degroeve, & De Baets 1 | 0.599 | 60.02% | 72.45% | 0.657 | 0.677 | 0.588 | 0.542 | 1350 | Y | |
| 5 Dittmar, C. | 0.588 | 65.68% | 63.38% | 0.645 | 0.606 | 0.585 | 0.581 | 673 | R | |
| 6 Paulus, J. | 0.499 | 59.61% | 64.86% | 0.621 | 0.527 | 0.587 | 0.430 | 1137 | L | |
| 7 Gillet & Richard 2 | 0.443 | 77.09% | 40.63% | 0.532 | 0.598 | 0.334 | 0.428 | 21248 | F | |
| 8 Gillet & Richard 1 | 0.391 | 69.84% | 37.98% | 0.492 | 0.533 | 0.343 | 0.317 | 21997 | F | |
| CHRISTIAN DITTMAR COLLECTION | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Rank | Participant | Total Average Classification F-measure | Total Overall Onset Precision | Total Overall Onset Recall | Total Overall Onset F-measure | BD Average F-measure | HH Average F-measure | SD Average F-measure | Runtime (s) | Machine
|
| KOEN TANGHE COLLECTION | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Rank | Participant | Total Average Classification F-measure | Total Overall Onset Precision | Total Overall Onset Recall | Total Overall Onset F-measure | BD Average F-measure | HH Average F-measure | SD Average F-measure | Runtime (s) | Machine
|
| MASATAKA GOTO COLLECTION (50 songs from RWC Music Database: RWC-MDB-P-2001) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Rank | Participant | Total Average Classification F-measure | Total Overall Onset Precision | Total Overall Onset Recall | Total Overall Onset F-measure | BD Average F-measure | HH Average F-measure | SD Average F-measure | Runtime (s) | Machine
|
