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List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

review survey autoaugment data-synthesis style-transfer data-generation machine-learning nlp-augmentation data-augmentation audio-augmentation data-augmentations image-augmentation augmentation-policies graph-data-augmentation generative-adversarial-network

Created 2019-09-28

89 commits to master branch, last one 4 months ago

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133

mit

2

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

torch pytorch torchaudio gpu-support pitch-shift augmentation sound-processing audio-augmentation

Created 2021-06-18

88 commits to master branch, last one 2 months ago

3

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mit

2

Time-stretch audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

torch pytorch torchaudio gpu-support augmentation time-stretch sound-processing audio-augmentation

Created 2021-10-10

10 commits to master branch, last one 2 years ago

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mit

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⚡ Blazing fast audio augmentation in Python, powered by GPU for high-efficiency processing in machine learning and audio analysis tasks.

dsp gpu audio python triton pytorch audio-effects augmentations machine-learning data-augmentation audio-augmentation audio-data-augmentation

Created 2024-01-19

2 commits to main branch, last one 11 months ago