2005:Audio Drum Detection Results

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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



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