Tien-Ta Tai

Before the Warning Comes Too Late: Incremental Phone-Scam Detection from Speech

StreamFraudNet is introduced, which processes incoming audio through overlapping bounded-context windows using a frozen self-supervised speech encoder, recurrent temporal modeling, and learned aggregation of latent window scores to demonstrate that fraud risk can be scored incrementally from raw speech without transcri...