""" 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"]