{"library":"audiomentations","type":"library","category":null,"description":"Audiomentations is a Python library for audio data augmentation, inspired by `albumentations`. It provides a fast and easy-to-use API for applying various transformations to audio data, useful for machine learning and deep learning tasks. It runs on CPU, supports both mono and multichannel audio, and integrates well into training pipelines for frameworks like TensorFlow/Keras or PyTorch. The library is actively maintained, with frequent releases, and is currently at version 0.43.1.","language":"python","status":"active","version":"0.43.1","tags":["audio","augmentation","machine learning","deep learning","sound"],"last_verified":"Sat May 23","install":[{"cmd":"pip install audiomentations","imports":["from audiomentations import Compose","from audiomentations import AddGaussianNoise","from audiomentations import TimeStretch","from audiomentations import PitchShift","from audiomentations import Shift","from audiomentations import SpecCompose"]},{"cmd":"pip install audiomentations[extras]","imports":[]}],"homepage":null,"github":"https://github.com/iver56/audiomentations","docs":"https://iver56.github.io/audiomentations/","changelog":"https://iver56.github.io/audiomentations/changelog/","pypi":"https://pypi.org/project/audiomentations/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":40,"avg_install_s":15.9,"avg_import_s":3.4,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/audiomentations/compatibility"}}