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
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-hubert-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
- SSL4PR HuBERT Base - this repository
Citation
Available upon INTERSPEECH 2024 proceedings.