Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions
Paper
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2406.16128
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Published
SSL4PR models and paper
This collection include the paper and models for the SSL4PR publication (INTERSPEECH 2024)
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morenolq/SSL4PR-hubert-base
UpdatedNote HuBERT-base version of the 10 models trained using the 10 folds configuration of PC-GITA dataset.
morenolq/SSL4PR-wavlm-base
UpdatedNote WavLM-base version of the 10 models trained using the 10 folds configuration of PC-GITA dataset.
morenolq/SSL4PR-hubert-base-full
UpdatedNote HuBERT-base version of the model trained on the s-PC-GITA dataset and evaluated on the e-PC-GITA (Table 3 in the paper).
morenolq/SSL4PR-wavlm-base-full
UpdatedNote WavLM-base version of the model trained on the s-PC-GITA dataset and evaluated on the e-PC-GITA (Table 3 in the paper).