mirdata is an open-source Python library that provides tools for working with common Music Information Retrieval (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 mir_eval parsing track level metadata for detailed evaluations.