most citedCompact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms

58 citations · 97 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 39 cited

Sound Event Detection with Binary Neural Networks on Tightly Power-Constrained IoT Devices

Gianmarco Cerutti, Renzo Andri, Lukas Cavigelli +3

Sound event detection (SED) is a hot topic in consumer and smart city applications. Existing approaches based on Deep Neural Networks are very effective, but highly demanding in te…

eess.AS2020★ 58 cited

Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms

Gianmarco Cerutti, Rahul Prasad, Alessio Brutti +1

Outdoor acoustic events detection is an exciting research field but challenged by the need for complex algorithms and deep learning techniques, typically requiring many computation…