cough-classification

#cough-classification

CoughSense: Five-Class Respiratory Disease Classification via Whisper Encoder Fine-Tuning and Dual-Encoder Cross-Attention Fusion with Balanced Contrastive Learning

arXiv cs.LG ↗ · 2026-06-03 Cached

This paper introduces CoughSense, a system that classifies cough recordings into five respiratory disease categories using a fine-tuned Whisper encoder with active-frame pooling, achieving 82.3% balanced accuracy and deployed as a real-time mobile app.

0 favorites 0 likes

cough-classification

CoughSense: Five-Class Respiratory Disease Classification via Whisper Encoder Fine-Tuning and Dual-Encoder Cross-Attention Fusion with Balanced Contrastive Learning

Submit Feedback