About MusicNet

Overview Getting Started Demonstrations Statistics In the Press About

For inquiries about MusicNet, you can contact the research team at musicnet@cs.washington.edu.


Papers & Citations

Invariances and Data Augmentation for Supervised Music Transcription
John Thickstun, Zaid Harchaoui, Dean P. Foster, Sham M. Kakade.

Bibtex:

@inproceedings{thickstun2018invariances,
  • title={Invariances and Data Augmentation for Supervised Music Transcription},
  • author = {John Thickstun and Zaid Harchaoui and Dean P. Foster and Sham M. Kakade},
  • year={2018},
  • booktitle = {International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}
}

Learning Features of Music from Scratch
John Thickstun, Zaid Harchaoui, Sham M. Kakade.

Bibtex:

@inproceedings{thickstun2017learning,
  • title={Learning Features of Music from Scratch},
  • author = {John Thickstun and Zaid Harchaoui and Sham M. Kakade},
  • year={2017},
  • booktitle = {International Conference on Learning Representations (ICLR)}
}

Git Repositories

Code for the experiments and results discussed in our papers are available on github:


Research Team

John Thickstun, graduate student
Department of Computer Science and Engineering
University of Washington

Professor Zaid Harchaoui
Department of Statistics
University of Washington

Professor Sham Kakade
Department of Computer Science and Engineering
Department of Statistics
University of Washington