What is this paper about? Machine learning methods are in principle capable to detect and distinguish between different sounds. This is called Sound Event Classification and usually relies on audio ...

A new audio analysis model, EFAM, significantly enhances the ability of machines to detect and distinguish everyday sounds in recordings, overcoming the challenges posed by overlapping events and ...

Engineering researchers have developed a gunshot detection algorithm and classification model that can discern similar sounds such as gunfire or a plastic bag popping. Discerning between a dangerous ...