SSL4PR WavLM Base

This repository hosts the pre-trained SSL4PR WavLM Base models for Parkinson's Disease detection from speech in real-world operating conditions. These models are based on the work titled "Exploiting Foundation Models and Speech Enhancement for Parkinson’s Disease Detection from Speech in Real-World Operative Conditions" by Moreno La Quatra et al.

Repository Link

GitHub Repository

Pre-trained Models

Pre-trained models are available on the Hugging Face model hub. To use the SSL4PR WavLM Base models, please clone the repository by running the following command:

git clone https://huggingface.co/morenolq/SSL4PR-wavlm-base

Ensure you have git lfs installed. Each repository contains the pre-trained models, one per fold, named fold_1.pt, fold_2.pt, ..., fold_10.pt. The models are available in PyTorch format.

SSL4PR WavLM Base - this repository
SSL4PR HuBERT Base

Citation

Available upon INTERSPEECH 2024 proceedings.