Making Short-Form Videos Accessible with Hierarchical Video Summaries
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arXiv
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| Autores principales: | , , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866911778221326336 |
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| author | Van Daele, Tess Iyer, Akhil Zhang, Yuning Derry, Jalyn C. Huh, Mina Pavel, Amy |
| author_facet | Van Daele, Tess Iyer, Akhil Zhang, Yuning Derry, Jalyn C. Huh, Mina Pavel, Amy |
| contents | Short videos on platforms such as TikTok, Instagram Reels, and YouTube Shorts (i.e. short-form videos) have become a primary source of information and entertainment. Many short-form videos are inaccessible to blind and low vision (BLV) viewers due to their rapid visual changes, on-screen text, and music or meme-audio overlays. In our formative study, 7 BLV viewers who regularly watched short-form videos reported frequently skipping such inaccessible content. We present ShortScribe, a system that provides hierarchical visual summaries of short-form videos at three levels of detail to support BLV viewers in selecting and understanding short-form videos. ShortScribe allows BLV users to navigate between video descriptions based on their level of interest. To evaluate ShortScribe, we assessed description accuracy and conducted a user study with 10 BLV participants comparing ShortScribe to a baseline interface. When using ShortScribe, participants reported higher comprehension and provided more accurate summaries of video content. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_10382 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Making Short-Form Videos Accessible with Hierarchical Video Summaries Van Daele, Tess Iyer, Akhil Zhang, Yuning Derry, Jalyn C. Huh, Mina Pavel, Amy Human-Computer Interaction Short videos on platforms such as TikTok, Instagram Reels, and YouTube Shorts (i.e. short-form videos) have become a primary source of information and entertainment. Many short-form videos are inaccessible to blind and low vision (BLV) viewers due to their rapid visual changes, on-screen text, and music or meme-audio overlays. In our formative study, 7 BLV viewers who regularly watched short-form videos reported frequently skipping such inaccessible content. We present ShortScribe, a system that provides hierarchical visual summaries of short-form videos at three levels of detail to support BLV viewers in selecting and understanding short-form videos. ShortScribe allows BLV users to navigate between video descriptions based on their level of interest. To evaluate ShortScribe, we assessed description accuracy and conducted a user study with 10 BLV participants comparing ShortScribe to a baseline interface. When using ShortScribe, participants reported higher comprehension and provided more accurate summaries of video content. |
| title | Making Short-Form Videos Accessible with Hierarchical Video Summaries |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2402.10382 |