MAPLE

Official checkpoints for MAPLE: Multi-layer pathology modeling and sparse expert fusion for audio-visual dysarthria severity assessment.

Trained on MSDM, MAPLE combines multi-layer audio and visual representations with a static expert, a synergy expert, and a sparse router. It predicts four severity levels: 0: Normal, 1: Mild, 2: Moderate, 3: Severe.

Checkpoints

maple_best/
|-- audio/best.pt
|-- video/best.pt
|-- static/best.pt
|-- synergy/best.pt
`-- router/best.pt

Usage

Set up the environment following the code repository, then run from its root:

hf download Lyu-1211/maple --include "maple_best/*" --local-dir checkpoints

License

The released MAPLE checkpoints are provided under the MAPLE Research License for non-commercial academic research only. MSDM data and third-party models remain subject to their respective terms; this license grants no rights to those resources.

Citation

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