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license:
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license: mit
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# SSL4PR WavLM Base
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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.
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## Repository Link
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[GitHub Repository](https://github.com/K-STMLab/SSL4PR/)
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## Pre-trained Models
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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:
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```bash
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git clone https://huggingface.co/morenolq/SSL4PR-hubert-base
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```
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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`.
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The models are available in PyTorch format.
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- [SSL4PR WavLM Base](https://huggingface.co/morenolq/SSL4PR-wavlm-base)
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- [SSL4PR HuBERT Base](https://huggingface.co/morenolq/SSL4PR-hubert-base) - **this repository**
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## Citation
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```bibtex
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Available upon INTERSPEECH 2024 proceedings.
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```
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