
Can a Photograph Hear? The Future of Urban Noise Monitoring
Researchers have developed a machine learning framework capable of predicting street-level background noise using casual smartphone photographs. By analysing visual elements like vehicle density and manmade structures, this early-stage system offers a highly scalable alternative to expensive acoustic sensors.
By Sarkar, Saini
