most citedAdvances in Small-Footprint Keyword Spotting: A Comprehensive Review of Efficient Models and Algorithms

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cs.LG2025

OASI: Objective-Aware Surrogate Initialization for Multi-Objective Bayesian Optimization in TinyML Keyword Spotting

Soumen Garai, Danilo Pau, Suman Samui

Voice-triggered interfaces rely on keyword spotting (KWS) models that must operate continuously under strict memory, latency, and energy constraints on microcontroller-class hardwa…