audb

==== audb

|tests| |coverage| |docs| |python-versions| |license|

audb manages your annotated media files.

Databases used in machine learning should be easily exchangeable and versioned for reproducibility. audb allows both as it stores all databases in a common format_ and manages different versions of a database. Databases are stored in repositories on local file systems, MinIO_, S3_, or Artifactory_ servers.

You can request resampling or remixing of audio content and filter the downloaded data, e.g. if you just want to download the test set.

Have a look at the installation_ and quickstart_ instructions.

Citation

If you want to cite audb, you can refer to our paper_:

.. code-block:: bibtex

@article{wierstorf2023audb,
  title={audb -- Sharing and Versioning of Audio and Annotation Data in Python},
  author={Hagen Wierstorf
    and Johannes Wagner
    and Florian Eyben
    and Felix Burkhardt
    and Bj{\"o}rn W. Schuller},
  journal={arXiv preprint arXiv:2303.00645},
  year={2023},
}

.. _Artifactory: https://jfrog.com/artifactory/ .. _common format: https://audeering.github.io/audformat/ .. _installation: https://audeering.github.io/audb/install.html .. _MinIO: https://min.io .. _paper: https://arxiv.org/abs/2303.00645 .. _quickstart: https://audeering.github.io/audb/quickstart.html .. _S3: https://aws.amazon.com/s3/

.. badges images and links: .. |tests| image:: https://github.com/audeering/audb/workflows/Test/badge.svg :target: https://github.com/audeering/audb/actions?query=workflow%3ATest :alt: Test status .. |coverage| image:: https://codecov.io/gh/audeering/audb/branch/main/graph/badge.svg?token=drrULW8vEG :target: https://codecov.io/gh/audeering/audb/ :alt: code coverage .. |docs| image:: https://img.shields.io/pypi/v/audb?label=docs :target: https://audeering.github.io/audb/ :alt: audb's documentation .. |license| image:: https://img.shields.io/badge/license-MIT-green.svg :target: https://github.com/audeering/audb/blob/main/LICENSE :alt: audb's MIT license .. |python-versions| image:: https://img.shields.io/pypi/pyversions/audb.svg :target: https://pypi.org/project/audb/ :alt: audbs's supported Python versions