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cs.HC2026
Making AI Drafts Count: A Quality Threshold in Audio Description Workflows
Lana Do, Shasta Ihorn, Charity M. Pitcher-Cooper +7
Audio description (AD) narrates visual elements in video for blind and low-vision audiences. Recent work has shown that giving novice describers an AI-generated draft to start from…
cs.HC2026
Toward Scalable Audio Description Quality Control: A Workflow for Evaluating Human and VLM Raters
Lana Do, Gio Jung, Juvenal Francisco Barajas +5
Digital video is central to communication, education, and entertainment, but without audio description (AD), blind and low-vision users are excluded. While crowdsourced platforms a…