https://github.com/audeering/auglib

Data augmentation for audio
https://github.com/audeering/auglib

audio augmentation machine-learning

Last synced: 4 months ago
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Data augmentation for audio

• Host: GitHub
• URL: https://github.com/audeering/auglib
• Owner: audeering
• License: other
• Created: 2024-01-17T08:53:42.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-12-16T20:19:07.000Z (10 months ago)
• Last Synced: 2025-05-30T01:43:11.754Z (4 months ago)
• Topics: audio, augmentation, machine-learning
• Language: Python
• Homepage: https://audeering.github.io/auglib/
• Size: 26.5 MB
• Stars: 10
• Watchers: 2
• Forks: 0
• Open Issues: 6
• Metadata Files:
  • Readme: README.rst
  • Changelog: CHANGELOG.rst
  • Contributing: CONTRIBUTING.rst
  • License: LICENSE

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README

          
======

auglib

======

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

**auglib** is an augmentation library,

which provides transforms_

to modify audio signals_ and files_.

.. code-block:: python

    import auglib

    transform = auglib.transform.PinkNoise()

    augment = auglib.Augment(transform)

    augment(signal, sampling_rate)

**auglib** can further augment whole datasets_

while caching the results.

It can be easily extended

with external_ or `user defined`_ augmentations.

Have a look at the installation_ instructions

and listen to examples_.

.. _datasets: https://audeering.github.io/auglib/usage.html#augment-a-dataset-to-disk

.. _examples: https://audeering.github.io/auglib/examples.html

.. _external: https://audeering.github.io/auglib/external.html

.. _files: https://audeering.github.io/auglib/usage.html#augment-files-in-memory

.. _installation: https://audeering.github.io/auglib/install.html

.. _signals: https://audeering.github.io/auglib/usage.html#augment-a-signal

.. _transforms: https://audeering.github.io/auglib/api/auglib.transform.html

.. _usage: https://audeering.github.io/auglib/usage.html

.. _user defined: https://audeering.github.io/auglib/api/auglib.transform.Function.html

.. badges images and links:

.. |tests| image:: https://github.com/audeering/auglib/workflows/Test/badge.svg

    :target: https://github.com/audeering/auglib/actions?query=workflow%3ATest

    :alt: Test status

.. |coverage| image:: https://codecov.io/gh/audeering/auglib/branch/main/graph/badge.svg?token=3J0sF7GQhA

    :target: https://codecov.io/gh/audeering/auglib/

    :alt: code coverage

.. |docs| image:: https://img.shields.io/pypi/v/auglib?label=docs

    :target: https://audeering.github.io/auglib/

    :alt: auglib's documentation

.. |license| image:: https://img.shields.io/badge/license-MIT-green.svg

    :target: https://github.com/audeering/auglib/blob/main/LICENSE

    :alt: auglib's MIT license

.. |python-versions| image:: https://img.shields.io/pypi/pyversions/auglib.svg

    :target: https://pypi.org/project/auglib/

    :alt: auglib's supported Python versions