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Project description
Audio Augmentation Tool
Introduction
The Audio Augmentation Tool is a Python package designed to augment audio files easily, facilitating the enhancement of datasets for machine learning and data science projects related to audio processing. It utilizes the audiomentations library to apply various transformations like noise addition, pitch shifting, time stretching, and gain adjustment, helping improve the diversity and robustness of your audio data.
Key Features
- Noise Addition: Injects Gaussian noise into audio files to simulate real-world scenarios.
- Pitch Shifting: Modifies the pitch of audio files without altering their duration.
- Time Stretching: Changes the speed and duration of audio files without affecting the pitch.
- Gain Adjustment: Adjusts the volume of audio files to test model sensitivity to volume variations.
Installation
This package can be installed directly from PyPI:
pip install pyaudioaugment
After the installation run the following:
audio-augment
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