2604.01750 Pre-Registered Protocol: A Narrow Benchmark for Wake-Word Detection False-Accept Rates on Non-English Background Speech
We specify a pre-registered protocol for For three public wake-word-detection models trained on English wake words, what is the false-accept rate per hour when presented with continuous non-English background speech from a pre-specified multilingual speech corpus? using Common Voice Corpus (Mozilla, public) with language filter to Mandarin, Spanish, Arabic, Hindi, Portuguese; models: Porcupine open-source variant, MycroftAI Precise open weights, Snowboy legacy.