Update README.md

README.md

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 ---
 license: mit
+tags:
+- dysarthric speech
+- classification
+- audio classification
 ---
+
+# 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](https://github.com/K-STMLab/SSL4PR/)
+
+## 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:
+
+```bash
+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](https://huggingface.co/morenolq/SSL4PR-wavlm-base) - **this repository**
+- [SSL4PR HuBERT Base](https://huggingface.co/morenolq/SSL4PR-hubert-base)
+
+## Citation
+
+```bibtex
+Available upon INTERSPEECH 2024 proceedings.
+```