Drum Transcription

Expanded Groove MIDI dataset (E-GMD) is an automatic drum transcription (ADT) dataset that contains 444 hours of audio from 43 drum kits, making it an order of magnitude larger than similar datasets, and the first with human-performed velocity annotations. Source: Improving Perceptual Quality of Drum Transcription with the Expanded Groove MIDI Dataset

ENST-Drums: an extensive audio-visual database for drum signals processing Olivier Gillet and Gaël Richard GET / ENST, CNRS LTCI, 37 rue Dareau, 75014 Paris, France The ENST-Drums database is a large and varied research database for automatic drum transcription and processing: Three professional drummers specialized in different music genres were recorded. Total duration of audio material recorded per drummer is around 75 minutes. Each drummer played his own drum kit. Each sequence used either sticks, rods, brushes or mallets to increase the diversity of drum sounds. The drum kits themselves are varied, ranging from a small, portable, kit with two toms and 2 cymbals, suitable for jazz and latin music ; to a larger rock drum set with 4 toms and 5 cymbals. Each sequence is recorded on 8 individual audio channels, is filmed from two angles, and is fully annotated

We redistribute a suite of datasets as part of the YourMT3 project. The license for redistribution is attached. ## YourMT3 Dataset Includes: - Slakh - MusicNet (original and EM) - MAPS (not used for training) - Maestro - GuitarSet - ENST-drums - EGMD - MIR-ST500 Restricted Access - CMedia Restricted Access - RWC-Pop (Bass and Full) Restricted Access - URMP - IDMT-SMT-Bass