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README.md
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title: Developmental Stuttering
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sdk: gradio
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python_version:
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app_file: app.py
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license: mit
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title: Developmental Stuttering Detection
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emoji: 🎤
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sdk: gradio
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sdk_version: "4.0.0"
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python_version: "3.11"
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app_file: app.py
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# Developmental Stuttering Detection
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Screens recorded speech for signs of stutter-like disfluencies using AI.
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Part of the NeuroSage multi-modal neurodevelopmental assessment system.
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## Usage
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1. Upload an audio file (WAV recommended, 4+ seconds)
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2. Adjust the SLD threshold if needed
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3. Click "Analyze" to get results
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## Features
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- **Analysis Tab**: Quick SLD detection with JSON results
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- **Detailed Report Tab**: Gemini-powered clinical-style analysis
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## Model
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- **Architecture**: ChildFluencyNet (WavLM-Large + Linguistic Position Encoding)
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- **Training Data**: UCLASS (3,547 windows, 20 child speakers)
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- **Performance**: F1=0.94, MCC=0.40, AUC=0.80
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## Disclaimer
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This is a **screening aid only** — not a clinical diagnosis.
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Always consult a Speech-Language Pathologist for formal evaluation.
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