Human-Aided Dubbing is a live-action dubbing methodology that integrates human expertise in linguistic, prosodic, and cultural adaptation to refine machine-generated dubbed audio, distinguishing it from fully automated dubbing systems through its reliance on iterative human-in-the-loop intervention to enhance synchronization, naturalness, and contextual fidelity.