EDM-TR9 is an open audio dataset composed of a series of drum recordings in the style of electronic dance music (EDM). This dataset primarily focuses on the distinctive sounds and rhythm patterns of the Roland TR-909 drum machine within the subgenres of dance, house and techno music. The dataset contains 3780 audio loops recorded in uncompressed stereo WAV format, produced with custom drum samples and MIDI-programmed rhythms at various tempo rates.
The primary objective of this dataset is to provide accessible content for machine learning applications in music and audio research. Some potential use cases for this dataset include tempo detection and classification, drum rhythm analysis, audio-to-MIDI conversion, source separation, automated mixing, music information retrieval, AI music generation, sound design and signal processing.
Specifications
- 3780 audio loops (approximately 8 hours)
- 24-bit WAV format
- BPM labeled
- Tempo range: 120-140bpm
- Variational drum patterns
- EDM drum rhythms
See examples folder to preview mp3 demos.
This dataset is developed by WaivOps, a crowdsourced music project managed by sound label company Patchbanks. All recordings have been compiled by verified sources for copyright clearance.
The EDM-TR9 dataset is licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).
The audio files are provided in 24-bit WAV format and encoded at 44.1kHz.
Direct Download (4.81GB) edm_tr9_drm_id_001.gz
| Label | Reference |
|---|---|
| bpm | The tempo of the audio file |
| edm | Main genre (edm) |
| drm | instrument (drums) |
| id | Identification number |
| _00 | Playlist track number |
If you use this dataset for a research or development project, please cite the following references:
@misc{EDM-TR9,
author = {WaivOps},
title = {WaivOps EDM-TR9: Open Audio Resources for Machine Learning in Music},
year = {2023},
doi = {10.5281/zenodo.10278066},
url = {https://doi.org/10.5281/zenodo.10278066},
}For any questions or feedback please email info@patchbanks.com.