EMelodyGen

The model weights for generating ABC melodies by emotions.

Demo (inference)

https://huggingface.co/spaces/monetjoe/EMelodyGen

Maintenance

GIT_LFS_SKIP_SMUDGE=1 git clone git@hf.com:monetjoe/EMelodyGen
cd EMelodyGen

Fine-tuning results

Dataset	Loss curve	Min eval loss
VGMIDI		0.23854530873296725
EMOPIA		0.26802811984950936
Rough4Q		0.2299637847539768

Usage

from huggingface_hub import snapshot_download
model_dir = snapshot_download("monetjoe/EMelodyGen")

Mirror

https://www.modelscope.cn/models/monetjoe/EMelodyGen

Evaluation

https://github.com/monetjoe/EMelodyGen

Cite

@misc{zhou2025emelodygenemotionconditionedmelodygeneration,
  title         = {EMelodyGen: Emotion-Conditioned Melody Generation in ABC Notation with the Musical Feature Template},
  author        = {Monan Zhou and Xiaobing Li and Feng Yu and Wei Li},
  year          = {2025},
  eprint        = {2309.13259},
  archiveprefix = {arXiv},
  primaryclass  = {cs.IR},
  url           = {https://arxiv.org/abs/2309.13259}
}

Reference

• https://arxiv.org/pdf/2309.13259