https://github.com/audeering/audb

Manage audio and video datasets
https://github.com/audeering/audb

annotation audio data mlops

Last synced: 8 months ago
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Manage audio and video datasets

• Host: GitHub
• URL: https://github.com/audeering/audb
• Owner: audeering
• License: other
• Created: 2021-03-24T13:08:53.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2025-05-28T12:55:15.000Z (8 months ago)
• Last Synced: 2025-05-28T13:40:12.805Z (8 months ago)
• Topics: annotation, audio, data, mlops
• Language: Python
• Homepage: https://audeering.github.io/audb/
• Size: 34 MB
• Stars: 30
• Watchers: 2
• Forks: 2
• Open Issues: 42
• Metadata Files:
  • Readme: README.rst
  • Changelog: CHANGELOG.rst
  • Contributing: CONTRIBUTING.rst
  • License: LICENSE

Awesome Lists containing this project

README

          
====

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