A recent study led by the University of Massachusetts Amherst evaluates the effectiveness of machine learning in identifying different insect species by their sound. This technology has the potential to monitor insect populations and provide insight into the overall health of the environment. Ecologists and machine-learning experts can work together to develop this technology further.