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POP2PIANO

Pop2Piano, a Transformer network that generates piano covers given waveforms of pop music.

Model Details

Pop2Piano was proposed in the paper Pop2Piano : Pop Audio-based Piano Cover Generation by Jongho Choi and Kyogu Lee.

Inspired by T5, Pop2Piano is the first model to generate a piano cover directly from pop audio without using melody and chord extraction modules.

Model Sources

Original Repository
Paper
[Demo]# TODO (after the ongoing PR is merged)

Usage

First, install the required packages:

pip install --upgrade transformers

Pop music to Piano

TODO (after the ongoing PR is merged)

Example

Pop Music

Generated MIDI

TODO (after the MIDI version is uploaded to the same repo above)

Tips

TODO

Citation

BibTeX:

@misc{choi2023pop2piano,
      title={Pop2Piano : Pop Audio-based Piano Cover Generation}, 
      author={Jongho Choi and Kyogu Lee},
      year={2023},
      eprint={2211.00895},
      archivePrefix={arXiv},
      primaryClass={cs.SD}
}