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iver56/audiomentations

A Python library for audio data augmentation designed for deep learning training pipelines.

2.3k stars Python Data ToolingML Frameworks
audiomentations
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Audiomentations provides a fast, easy-to-use API for augmenting audio data, inspired by the albumentations library. It supports CPU processing for both mono and multichannel audio and integrates with TensorFlow/Keras and PyTorch training pipelines. The library has been used to achieve competitive results in Kaggle competitions and is trusted by companies developing AI-powered audio products.

Frequently asked

What is iver56/audiomentations?
A Python library for audio data augmentation designed for deep learning training pipelines.
Is audiomentations open source?
Yes — iver56/audiomentations is open source, released under the MIT license.
What language is audiomentations written in?
iver56/audiomentations is primarily written in Python.
How popular is audiomentations?
iver56/audiomentations has 2.3k stars on GitHub.
Where can I find audiomentations?
iver56/audiomentations is on GitHub at https://github.com/iver56/audiomentations.

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