Oguzhan Buyuksolak

EDGESPOT: EFFICIENT AND HIGH-PERFORMANCE FEW-SHOT MODEL FOR KEYWORD SPOTTING

We introduce an efficient few-shot keyword spotting model for edge devices, EdgeSpot, that pairs an optimized version of a BC-ResNet-based acoustic backbone with a trainable Per-Channel Energy Normalization frontend and lightweight temporal self-attention. Knowledge distillation is utilized during t…