istocko / djmix-dataset

The DJ Mix Dataset

The DJ Mix Dataset

The DJ Mix dataset contains metadata of DJ mixes played by human DJs and played tracks in the mixes.

If you only want to get the metadata, check here.

Installation instructions

Tested on Python 3.9.

Install FFmpeg

# For Debian/Ubuntu:
sudo apt-get install ffmpeg

# For OSX:
brew install ffmpeg

Install the Package

pip install -U pip
pip install numpy cython  # should be installed beforehand for madmom
pip install djmix

Downloading audio files

In Python console:

import djmix as dj

# To download all mix and track audio files:
dj.download()

# To download a specific mix and played tracks in the mix:
dj.mixes[1234].download()

# To download a track:
dj.tracks['Uow3dMA5m14'].download()

By default, it creates djmix directory at your home directory (i.e. ~/djmix) and download audio files there. If you want to change the directory:

dj.set_root('~/my/custom/path/to/data/dir')

It will save a configuration file at ~/djmix.ini.

Tutorial

Please check this tutorial jupyter note.

Citing

If you want to cite this dataset, please cite the paper below which introduced this dataset:

@inproceedings{taejun2022djmix,
  title={Joint Estimation of Fader and Equalizer Gains of DJ Mixers using Convex Optimization},
  author={Kim, Taejun and Yang, Yi-Hsuan and Nam, Juhan},
  booktitle={International Conference on Digital Audio Effects ({DAFx})},
  pages={312--319},
  year={2022}
}