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- license: apache-2.0
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+ license: mit
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+ ---
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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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+
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+ ## Citation
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+ ```bibtex
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+ Available upon INTERSPEECH 2024 proceedings.
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+ ```