Metadata-Version: 2.1
Name: audiomentations
Version: 0.6.0
Summary: A library for audio data augmentation. Inspired by albumentations.
Home-page: https://github.com/iver56/audiomentations
Author: Iver Jordal
License: MIT
Description: # Audiomentations
        
        ![Build status](https://img.shields.io/circleci/project/github/iver56/audiomentations/master.svg) ![Code coverage](https://img.shields.io/codecov/c/github/iver56/audiomentations/master.svg)
        
        A Python library for audio data augmentation. Inspired by [albumentations](https://github.com/albu/albumentations). Useful for machine learning.
        
        # Setup
        
        ![PyPI version](https://img.shields.io/pypi/v/audiomentations.svg?style=flat)
        ![Number of downloads from PyPI per month](https://img.shields.io/pypi/dm/audiomentations.svg?style=flat)
        
        `pip install audiomentations`
        
        # Usage example
        
        ```python
        from audiomentations import Compose, AddGaussianNoise, TimeStretch, PitchShift, Shift
        import numpy as np
        
        SAMPLE_RATE = 16000
        
        augmenter = Compose([
            AddGaussianNoise(min_amplitude=0.001, max_amplitude=0.015, p=0.5),
            TimeStretch(min_rate=0.8, max_rate=1.25, p=0.5),
            PitchShift(min_semitones=-4, max_semitones=4, p=0.5),
            Shift(min_fraction=-0.5, max_fraction=0.5, p=0.5),
        ])
        
        samples = np.zeros((20,), dtype=np.float32)
        samples = augmenter(samples=samples, sample_rate=SAMPLE_RATE)
        ```
        
        # Development
        
        ## Code style
        
        Format the code with `black`
        
        ## Run tests and measure code coverage
        
        `pytest`
        
        ## Generate demo sounds for empirical evaluation
        
        `python -m demo.demo`
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Description-Content-Type: text/markdown
