muda

A library for Musical Data Augmentation.

muda package implements annotation-aware musical data augmentation, as described in the muda paper.

The goal of this package is to make it easy for practitioners to consistently apply perturbations to annotated music data for the purpose of fitting statistical models.

Documentation

The documentation for the latest version of muda is available here.

Citing

If you use this software, please cite the following publication:

@inproceedings{mcfee2015_augmentation,
    author  = {McFee,, B. and Humphrey,, E.J. and Bello, J.P.},
    year    = {2015},
    title   = {A software framework for musical data augmentation},
    booktitle = {16th International Society for Music Information Retrieval Conference},
    series  = {ISMIR}
}