Spaces:
Sleeping
Sleeping
| """ | |
| Speech Slurring Detection System | |
| ================================= | |
| A clinical-grade dysarthria detection system for brain stroke early detection. | |
| Modules: | |
| ingestion: Audio loading, preprocessing, and quality validation | |
| features: Acoustic feature extraction (MFCC, prosody, formants, eGeMAPS) | |
| models: Deep learning models (HuBERT-SALR, CNN-BiLSTM-Transformer, ensemble) | |
| scoring: Slurring score and severity classification | |
| explainability: Grad-CAM, attention rollout, segment localization | |
| risk: Stroke risk score computation | |
| reporting: PDF/JSON report generation | |
| streaming: Real-time streaming analysis (v2) | |
| """ | |
| __version__ = "1.0.0" | |
| __author__ = "Your Name" | |
| __email__ = "your.email@example.com" | |
| # Package-level exports | |
| from src.pipeline import SlurringDetectionPipeline | |
| __all__ = ["SlurringDetectionPipeline"] | |