For accessibility in long-form video, maintaining narrative context across scenes is as important as describing individual moments—this training-free approach shows how to build story-aware systems without task-specific fine-tuning.
StoryTeller generates audio descriptions for long films by maintaining a narrative memory across scenes, ensuring descriptions preserve character identities, plot connections, and story context.