Industrial Sound Analysis (ISA) aims at detecting subtle changes of the airborne sound in the human hearing range which might indicate potential machine or product faults. This can include identifying problems such as bearing failures or gear defects as well as end-of-line tests in production lines. The signals are normally captured with microphones and analysed using signal processing and machine learning.