Performance and energy balance: a comprehensive study of state-of-the-art sound event detection systems

Francesca Ronchini, Romain Serizel

In recent years, deep learning systems have shown a concerning trend toward increased complexity and higher energy consumption. As researchers in this domain and organizers of one…