#audio-analysis2 articles

2 articles

AIBullisharXiv – CS AI · 5h ago1

🧠

Predicting Tuberculosis from Real-World Cough Audio Recordings and Metadata

Researchers developed an AI system that can detect tuberculosis from cough recordings with 70% accuracy using audio alone, improving to 81% when combined with clinical metadata. The study used real-world data from a phone-based app across Africa and Asia, suggesting mobile applications could enhance TB diagnosis in community health settings.

$CRV

AINeutralarXiv – CS AI · 5h ago0

🧠

AI-Generated Music Detection in Broadcast Monitoring

Researchers introduced AI-OpenBMAT, the first dataset designed for detecting AI-generated music in broadcast environments, revealing that existing detection models perform poorly when music appears as short excerpts or is masked by speech. The study found that state-of-the-art detection models' F1-scores dropped below 60% in challenging broadcast scenarios, highlighting significant limitations in current AI music detection technology.