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Speech Slurring Detection System
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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"]
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