Skip to content

Dataset of piano arrangements of video game soundtracks labelled according to sentiment.

Notifications You must be signed in to change notification settings

lucasnfe/vgmidi

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

VGMIDI Dataset

VGMIDI is a dataset of piano arrangements of video game soundtracks. It contains 200 MIDI pieces labelled according to emotion and 3,850 unlabeled pieces. Each labelled piece was annotated by 30 human subjects according to the Circumplex (valence-arousal) model of emotion.

Data Annotation

We designed a custom web tool to annotate the video game soundtracks in MIDI format. The source code for this tool can be found here and the details on the annotation process can be found in this paper.

Citing this Dataset

This dataset was presented in this paper, so if you use it, please cite:

@article{ferreira_ismir_2019,
  title={Learning to Generate Music with Sentiment},
  author={Ferreira, Lucas N. and Whitehead, Jim},
  booktitle = {Proceedings of the Conference of the International Society for Music Information Retrieval},
  series = {ISMIR'19},
  year={2019},
}

About

Dataset of piano arrangements of video game soundtracks labelled according to sentiment.

Resources

Stars

Watchers

Forks

Packages

No packages published

Languages