|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
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.
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},
}.. _common format: https://audeering.github.io/audformat/ .. _Artifactory: https://jfrog.com/artifactory/ .. _installation: https://audeering.github.io/audb/install.html .. _quickstart: https://audeering.github.io/audb/quickstart.html .. _paper: https://arxiv.org/abs/2303.00645
.. 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