MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion

Here is the training checkpoints of MusER (AAAI'24)

Overview

MusER employs musical element-based regularization in the latent space to disentangle distinct musical elements, investigate their roles in distinguishing emotions, and further manipulate elements to alter musical emotions.

Model Sources

• Repository: https://github.com/Tayjsl97/MusER
• Demo: demo page

Citation

If you use our models in your research, please cite it as follows:

@inproceedings{ji2024muser,
  title={MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion},
  author={Ji, Shulei and Yang, Xinyu},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={38},
  number={11},
  pages={12821--12829},
  year={2024}
}