StrokeMitra-API / src /__init__.py
DhruvB1906's picture
Upload folder using huggingface_hub
4e9a3bc verified
raw
history blame contribute delete
850 Bytes
"""
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"]