AVscript: Accessible Video Editing with Audio-Visual Scripts
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Abstract (arXiv)
Sighted and blind and low vision (BLV) creators alike use videos to communicate with broad audiences. Yet, video editing remains inaccessible to BLV creators. Our formative study revealed that current video editing tools make it difficult to access the visual content, assess the visual quality, and efficiently navigate the timeline. We present AVscript, an accessible text-based video editor. AVscript enables BLV creators to edit their video using a script that embeds the video's visual content, visual errors (e.g., dark or blurred footage), and speech. BLV creators can use AVscript to efficiently navigate between scenes and visual errors or to locate objects in the frame or spoken words of interest. A comparison study (N=12) showed that AVscript significantly lowered BLV creators' mental demands while increasing confidence and independence in video editing. We further demonstrate the potential of AVscript through an exploratory study (N=3) where BLV creators edited their own footage.
Key facts. Cited by 19 papers in the map (data through 14 Oct 2026). First posted on arXiv 27 Feb 2023.
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Citing papers per year: 2024: 6; 2025: 7; 2026: 6.
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- 2024LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editingcited by 47
- 2025Morae: Proactively Pausing UI Agents for User Choicescited by 19
- 2024Long-Form Answers to Visual Questions from Blind and Low Vision Peoplecited by 18
- 2025EditDuet: A Multi-Agent System for Video Non-Linear Editingcited by 16
- 2024ExpressEdit: Video Editing with Natural Language and Sketchingcited by 14
- 2025Vid2Coach: Transforming How-To Videos into Task Assistantscited by 12
- 2024DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generationcited by 8
- 2024EditScribe: Non-Visual Image Editing with Natural Language Verification Loopscited by 6
- 2025Lotus: Creating Short Videos From Long Videos With Abstractive and Extractive Summarizationcited by 6
- 2025Surfacing Variations to Calibrate Perceived Reliability of MLLM-generated Image Descriptionscited by 6
- 2025Prompt-Driven Agentic Video Editing System: Autonomous Comprehension of Long-Form, Story-Driven Mediacited by 6
- 2026A Benchmark and Multi-Agent System for Instruction-driven Cinematic Video Compilationcited by 6
7 more
- 2025Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Searchcited by 2
- 2026Vidmento: Creating Video Stories Through Context-Aware Expansion With Generative Videocited by 2
- 2024AltCanvas: A Tile-Based Image Editor with Generative AI for Blind or Visually Impaired Peoplecited by 1
- 2026Making Videos Accessible for Blind and Low Vision Users Using a Multimodal Agent Video Playercited by 0
- 2026A Text-Native Interface for Generative Video Authoringcited by 0
- 2026How Do Novice Describers Edit AI Drafts? The Role of Draft Quality in Audio Description Authoringcited by 0
- 2026Autoregressive Modeling of Film with Applications in Video Montagecited by 0
- 2026Autoregressive Modeling of Film with Applications in Video Montage16 Jul 2026
- 2026How Do Novice Describers Edit AI Drafts? The Role of Draft Quality in Audio Description Authoring6 May 2026
- 2026A Benchmark and Multi-Agent System for Instruction-driven Cinematic Video Compilation12 Apr 2026
- 2026A Text-Native Interface for Generative Video Authoring10 Mar 2026
- 2026Making Videos Accessible for Blind and Low Vision Users Using a Multimodal Agent Video Player4 Feb 2026
- 2026Vidmento: Creating Video Stories Through Context-Aware Expansion With Generative Video29 Jan 2026
- 2025Prompt-Driven Agentic Video Editing System: Autonomous Comprehension of Long-Form, Story-Driven Media20 Sep 2025
- 2025EditDuet: A Multi-Agent System for Video Non-Linear Editing13 Sep 2025
- 2025Morae: Proactively Pausing UI Agents for User Choices29 Aug 2025
- 2025Surfacing Variations to Calibrate Perceived Reliability of MLLM-generated Image Descriptions21 Jul 2025
- 2025Vid2Coach: Transforming How-To Videos into Task Assistants31 May 2025
- 2025Lotus: Creating Short Videos From Long Videos With Abstractive and Extractive Summarization10 Feb 2025
7 more
- 2025Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Search9 Feb 2025
- 2024DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation30 Sep 2024
- 2024EditScribe: Non-Visual Image Editing with Natural Language Verification Loops13 Aug 2024
- 2024Long-Form Answers to Visual Questions from Blind and Low Vision People12 Aug 2024
- 2024AltCanvas: A Tile-Based Image Editor with Generative AI for Blind or Visually Impaired People5 Aug 2024
- 2024ExpressEdit: Video Editing with Natural Language and Sketching26 Mar 2024
- 2024LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing15 Feb 2024
- 2024LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editingcited by 47
- 2025EditDuet: A Multi-Agent System for Video Non-Linear Editingcited by 16
- 2025Prompt-Driven Agentic Video Editing System: Autonomous Comprehension of Long-Form, Story-Driven Mediacited by 6
- 2026Making Videos Accessible for Blind and Low Vision Users Using a Multimodal Agent Video Playercited by 0
- 2026Making Videos Accessible for Blind and Low Vision Users Using a Multimodal Agent Video Player4 Feb 2026
- 2025Prompt-Driven Agentic Video Editing System: Autonomous Comprehension of Long-Form, Story-Driven Media20 Sep 2025
- 2025EditDuet: A Multi-Agent System for Video Non-Linear Editing13 Sep 2025
- 2024LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing15 Feb 2024
- 2025Morae: Proactively Pausing UI Agents for User Choicescited by 19
- 2024ExpressEdit: Video Editing with Natural Language and Sketchingcited by 14
- 2025Vid2Coach: Transforming How-To Videos into Task Assistantscited by 12
- 2024DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generationcited by 8
- 2024EditScribe: Non-Visual Image Editing with Natural Language Verification Loopscited by 6
- 2025Lotus: Creating Short Videos From Long Videos With Abstractive and Extractive Summarizationcited by 6
- 2026A Benchmark and Multi-Agent System for Instruction-driven Cinematic Video Compilationcited by 6
- 2025Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Searchcited by 2
- 2026Vidmento: Creating Video Stories Through Context-Aware Expansion With Generative Videocited by 2
- 2024AltCanvas: A Tile-Based Image Editor with Generative AI for Blind or Visually Impaired Peoplecited by 1
- 2026A Text-Native Interface for Generative Video Authoringcited by 0
- 2026How Do Novice Describers Edit AI Drafts? The Role of Draft Quality in Audio Description Authoringcited by 0
12 most cited of 13 All 13 (JSON)
- 2026Autoregressive Modeling of Film with Applications in Video Montage16 Jul 2026
- 2026How Do Novice Describers Edit AI Drafts? The Role of Draft Quality in Audio Description Authoring6 May 2026
- 2026A Benchmark and Multi-Agent System for Instruction-driven Cinematic Video Compilation12 Apr 2026
- 2026A Text-Native Interface for Generative Video Authoring10 Mar 2026
- 2026Vidmento: Creating Video Stories Through Context-Aware Expansion With Generative Video29 Jan 2026
- 2025Morae: Proactively Pausing UI Agents for User Choices29 Aug 2025
- 2025Vid2Coach: Transforming How-To Videos into Task Assistants31 May 2025
- 2025Lotus: Creating Short Videos From Long Videos With Abstractive and Extractive Summarization10 Feb 2025
- 2025Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Search9 Feb 2025
- 2024DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation30 Sep 2024
- 2024EditScribe: Non-Visual Image Editing with Natural Language Verification Loops13 Aug 2024
- 2024AltCanvas: A Tile-Based Image Editor with Generative AI for Blind or Visually Impaired People5 Aug 2024
12 newest of 13 All 13 (JSON)