Fu-Qiang Cao

Acoustic leak detection in industrial ducts using nonlinear spectrogram remapping and channel attention.

An acoustic leak-detection framework is presented for industrial ventilation ducts by combining physically motivated spectrogram remapping with attention-guided object detection. Small, pressurized leaks generate broadband turbulent-jet noise, whereas blowers, airflow fluctuations, and structural vibration dominate the...