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From Visual Cues to Spoken Narration: Rethinking Audio Description
Author1, Author2, Author3, Author4, Author5
multimodalaudio descriptionvideo localization
2609.01725
Builder Relevance
2h ago80%
Abstract
The paper presents Cue2Narrate, a novel two-stage pipeline for generating audio descriptions in movies that predicts both what and when to narrate, improving accessibility for visually impaired audiences.
Reality Card
Core Claim
Cue2Narrate outperforms existing baselines in audio description generation for long-form movie clips by 5-12 points in average mAP.
Method / Result
Cue2Narrate establishes the first benchmark for multi-segment audio description generation on long-form clips.
Limitations
The reproducibility of results may be limited by the availability of the LongLSMDC benchmark data and the complexity of the model.
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