Nathan Duboisset

PolyChirp: Multi-Species Birdsong Classification Using TinyML on Low-Power Acoustic Sensors

This work develops PolyChirp, an approach combining biological domain expertise, automated dataset curation, neural architecture optimization and novel hardware to achieve multiclass bird species detection in the wild using newly designed tiny multiclass models that leverage recent microcontrollers and hardware acceler...