Stefano Ciapponi

Enabling Multi-Species Bird Classification on Low-Power Bioacoustic Loggers

This paper introduces WrenNet, an efficient neural network enabling real-time multi-species bird audio classification on low-power microcontrollers for scalable biodiversity monitoring. We propose a semi-learnable spectral feature extractor that adapts to avian vocalizations, outperforming standard…