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 | Demo

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")

Recipes

Model	Dataset	STOI	PESQ	URL
WaveUnet	Vctk-28spk	0.836	2.78	shahules786/mayavoz-waveunet-valentini-28spk
Demucs	DNS-2020 (30hrs)	0.961	2.56	shahules786/mayavoz-demucs-valentini-28spk
DCCRN	DNS-2020 (30hrs)			mayavoz/dccrn-vctk28

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 .