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Open access Sep 2026

Preprocessing and Capability–Risk Coupling in an Event-Synchronized Dual-Frontend Speech Sensor System

An intelligent speech sensor is often evaluated at recognition output, although acquisition and preprocessing also determine what reaches control. We examine this propagation in an event-synchronized dual-frontend system. A conditional cascade separates artifact availability, evidence formation, semantic conversion, an...

Han Chen, Zhan-Yu Zhu · 0 citations

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