| Name | audb JSON |
| Version |
1.11.0
JSON |
| download |
| home_page | None |
| Summary | Load and publish databases in audformat |
| upload_time | 2024-12-06 14:09:48 |
| maintainer | None |
| docs_url | None |
| author | Johannes Wagner |
| requires_python | >=3.9 |
| license | MIT License Copyright (c) 2018-present audEERING GmbH and Contributors Authors: Hagen Wierstorf Johannes Wagner Christian Geng Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. |
| keywords |
audio
data
dataset
annotation
mlops
machine learning
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
====
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
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"description": "====\naudb\n====\n\n|tests| |coverage| |docs| |python-versions| |license|\n\n**audb** manages your annotated media files.\n\nDatabases used in machine learning\nshould be easily exchangeable\nand versioned for reproducibility.\n**audb** allows both\nas it stores all databases in a `common format`_\nand manages different versions of a database.\nDatabases are stored in repositories\non local file systems,\nMinIO_,\nS3_,\nor Artifactory_ servers.\n\nYou can request resampling or remixing of audio content\nand filter the downloaded data,\ne.g. if you just want to download the test set.\n\nHave a look at the installation_ and quickstart_ instructions.\n\n\nCitation\n--------\n\nIf you want to cite **audb**, you can refer to our paper_:\n\n.. code-block:: bibtex\n\n @article{wierstorf2023audb,\n title={audb -- Sharing and Versioning of Audio and Annotation Data in Python},\n author={Hagen Wierstorf\n and Johannes Wagner\n and Florian Eyben\n and Felix Burkhardt\n and Bj{\\\"o}rn W. Schuller},\n journal={arXiv preprint arXiv:2303.00645},\n year={2023},\n }\n\n\n.. _Artifactory: https://jfrog.com/artifactory/\n.. _common format: https://audeering.github.io/audformat/\n.. _installation: https://audeering.github.io/audb/install.html\n.. _MinIO: https://min.io\n.. _paper: https://arxiv.org/abs/2303.00645\n.. _quickstart: https://audeering.github.io/audb/quickstart.html\n.. _S3: https://aws.amazon.com/s3/\n\n\n.. badges images and links:\n.. |tests| image:: https://github.com/audeering/audb/workflows/Test/badge.svg\n :target: https://github.com/audeering/audb/actions?query=workflow%3ATest\n :alt: Test status\n.. |coverage| image:: https://codecov.io/gh/audeering/audb/branch/main/graph/badge.svg?token=drrULW8vEG\n :target: https://codecov.io/gh/audeering/audb/\n :alt: code coverage\n.. |docs| image:: https://img.shields.io/pypi/v/audb?label=docs\n :target: https://audeering.github.io/audb/\n :alt: audb's documentation\n.. |license| image:: https://img.shields.io/badge/license-MIT-green.svg\n :target: https://github.com/audeering/audb/blob/main/LICENSE\n :alt: audb's MIT license\n.. |python-versions| image:: https://img.shields.io/pypi/pyversions/audb.svg\n :target: https://pypi.org/project/audb/\n :alt: audbs's supported Python versions\n",
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