Real-time shield against phone scams and AI voice clones. Whisper + an open LLM score what's said; a wav2vec2 detector fine-tuned on AMD ROCm scores who's speaking. 98.8% detection on 3,393 real internet deepfakes, evaluated speaker and engine-disjoint.