papers

Gin Configs: Papers

This directory contains gin configs for replicating the experiments in published papers using ddsp.

List of papers

• iclr2020: Experiments from the orginal DDSP ICLR 2020 paper (paper, blog).

@inproceedings{
  engel2020ddsp,
  title={DDSP: Differentiable Digital Signal Processing},
  author={Jesse Engel and Lamtharn (Hanoi) Hantrakul and Chenjie Gu and Adam Roberts},
  booktitle={International Conference on Learning Representations},
  year={2020},
  url={https://openreview.net/forum?id=B1x1ma4tDr}
}

• icml2020: Experiments from the ICML 2020 SAS Workshop paper on Inverse Audio Synthesis (paper).

@inproceedings{
  engel2020ddsp,
  title={Self-supervised Pitch Detection with Inverse Audio Synthesis},
  author={Jesse Engel and Rigel Swavely and Lamtharn (Hanoi) Hantrakul and Adam Roberts and Curtis Hawthorne},
  booktitle={International Conference on Machine Learning, Self-supervised Audio and Speech Workshop},
  year={2020},
  url={https://openreview.net/forum?id=RlVTYWhsky7}
}