aguerrerolopez / VQVAE_parkinson

Parkinson diagnosis using VQVAE

Parkinson VQVAE

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This library proposes different VAE-like approaches to Parkinson diagnoses based on speech data.

📝 Table of Contents

• 📝 Table of Contents
• 🧐 About
• 🏁 Getting Started
  • Prerequisites
• 🎈 Usage
• ⛏️ Built Using
• ✍️ Authors
• 🎉 Acknowledgements

🧐 About

VAE-like approaches to Parkinson diagnoses based on speech data.

TO-DO list:

• Add RASTA-PLP preprocessing (try this repo)
•  Test baselines with RASTA-PLP
•  Add a VAE baseline

🏁 Getting Started

First, clone this GitHub in your server.

Prerequisites

Conda is mandatory to plug-and-play this repo. To do so, install conda and then create an enviroment executing the following line

conda env create -f environment.yml

It will create you a conda environment called vqvae. Thus, activate it:

conda activate vqvae

🎈 Usage

Training

⛏️ Built Using

• Python

In the future, Docker will be used to facilitate the installation of the project.

✍️ Authors

• @aguerrerolopez - Developer

🎉 Acknowledgements

• Thanks to @mystlee for his implementation of RASTA-PLP