mirdata: Software for Reproducible Usage of Datasets
By M. Fuentes

This library provides tools for working with common MIR datasets, including tools for:

  • downloading datasets to a common location and format
  • validating that the files for a dataset are all present
  • loading annotation files to a common format, consistent with the format required by mir_eval
  • parsing track level metadata for detailed evaluations.

Obtain mirdata: on GitHub

 

Rachel M. Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi, and Thor Kell. “mirdata: Software for Reproducible Usage of Datasets, “ in International Society for Music Information Retrieval (ISMIR) Conference, 2019.

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