audeering / auglib

Data augmentation for audio
https://audeering.github.io/auglib/
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audio augmentation machine-learning

====== 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