TRANSDUCER — Style-Aware Video Captioning Agent
TRANSDUCER watches any video clip and captions it in four voices — formal, sarcastic, humorous_tech, humorous_non_tech. One 1024px look, four persona briefs, grounded in what's on screen. Peaked at 0.92, top-3 on the hidden leaderboard.