Groove2Groove MIDI Dataset: synthetic accompaniments in 3k styles
Creators
- 1. LTCI, Télécom Paris, Institut Polytechnique de Paris
Description
The Groove2Groove MIDI Dataset is a parallel corpus of synthetic MIDI accompaniments in almost 3000 different styles, created as described in the paper Groove2Groove: One-Shot Accompaniment Style Transfer with Supervision from Synthetic Data [pdf]. See the README.md
file or the Groove2Groove website for more information.
The dataset is split into the following sections:
train
contains 5744 MIDI files in 2872 styles (exactly 2 files per style). Each file contains 252 measures following a 2 measure count-in.val
andtest
each contain 1200 files in 40 styles (exactly 30 files per style, 16 bars per file after the count-in). The sets of styles are disjoint from each other and from those intrain
.itest
is generated from the same chord charts astest
, but in 40 styles from the training set.
Chord charts for all MIDI files are provided in the ABC format and the Band-in-a-Box (MGU) format. Each chord chart corresponds to at least 2 MIDI files in different styles.
The code used to automate Band-in-a-Box is available in the pybiab package.
If you use the data in your research, please reference the paper (not just the Zenodo record):
@article{groove2groove,
author={Ond\v{r}ej C\'{i}fka and Umut \c{S}im\c{s}ekli and Ga\"{e}l Richard},
title={{Groove2Groove}: One-Shot Music Style Transfer with Supervision from Synthetic Data},
journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing},
publisher={IEEE},
year={2020},
volume={28},
pages={2638--2650},
doi={10.1109/TASLP.2020.3019642},
url={https://doi.org/10.1109/TASLP.2020.3019642}
}
Files
Files
(236.1 MB)
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Additional details
Related works
- Is supplement to
- Journal article: 10.1109/TASLP.2020.3019642 (DOI)