1.3 KiB
1.3 KiB
mayavoz is a Pytorch-based opensource toolkit for speech enhancement. It is designed to save time for audio researchers. Is provides easy to use pretrained audio enhancement models and facilitates highly customisable model training.
| Quick Start | Installation | Tutorials | Available Recipes
Key features 🔑
- Various pretrained models nicely integrated with huggingface 🤗 that users can select and use without any hastle.
- 📦 Ability to train and validation your own custom speech enhancement models with just under 10 lines of code!
- 🪄 A command line tool that facilitates training of highly customisable speech enhacement models from the terminal itself!
- ⚡ Supports multi-gpu training integrated with Pytorch Lightning.
Quick Start 🔥
from mayavoz import Mayamodel
model = Mayamodel.from_pretrained("mayavoz/waveunet")
model("noisy_audio.wav")
Installation
Only Python 3.8+ is officially supported (though it might work with Python 3.7)
- With Pypi
pip install mayavoz
- With conda
conda env create -f environment.yml
conda activate mayavoz
- From source code
git clone url
cd mayavoz
pip install -e .