voice-kiosk ⁽¹⁾

Edge AI NPU sizing for voice-activated kiosks starts with your voice workload, not a headline TOPS number: a single-unit pilot needs roughly 3-30 TOPS depending on whether it only listens for a wake word or runs full local speech recognition. The rest is RAM, storage,…