Private Ears, Shared Insights: Scaling Clinical Audio Understanding with Federated Learning
Technische Universiteit Eindhoven - Eindhoven University of Technology , Technische Universiteit Eindhoven - Eindhoven University of Technology, Faculteit Industrial Design - Department of Industrial Design, Future Everyday , Technische Universiteit Eindhoven - Eindhoven University of Technology , Technische Universiteit Eindhoven - Eindhoven University of Technology, Faculteit Industrial Design - Department of Industrial Design
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Technische Universiteit Eindhoven - Eindhoven University of Technology , Technische Universiteit Eindhoven - Eindhoven University of Technology, Faculteit Industrial Design - Department of Industrial Design, Future Everyday , Technische Universiteit Eindhoven - Eindhoven University of Technology , Technische Universiteit Eindhoven - Eindhoven University of Technology, Faculteit Industrial Design - Department of Industrial Design
Everyday sounds like speech, respirations, and heartbeats contain valuable clues about our health. This project develops collaborative and privacy-preserving AI to securely analyze audio captured from globally distributed consumer devices like phones and smart speakers to monitor wellbeing. This lets devices detect health issues while ensuring privacy, fairness, and safety.
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