Open access
Sep 2026
Domain-specific unsupervised pre-training for robust respiratory sound classification
This framework provides a potential scalable pathway for domains with critically limited annotated data using massive synthetic data without synthetic labels to train a lightweight classifier on limited clinical data.
Takehiro Hirasawa, Yasumasa Tamura, K. Shimizu et al.
· Artificial Life and Robotics · 0 citations