A lightweight fully connected spiking neural network trigger with close-open postprocessing achieves 0.97 F1 on class-agnostic anomalous sound detection and enables 42.6x FLOPs reduction with improved error rate on sound event detection.
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A Neuromorphic Trigger for Efficient Audio Event Detection
A lightweight fully connected spiking neural network trigger with close-open postprocessing achieves 0.97 F1 on class-agnostic anomalous sound detection and enables 42.6x FLOPs reduction with improved error rate on sound event detection.