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EditDuet: A Multi-Agent System for Video Non-Linear Editing

Marcelo Sandoval-Castañeda, Bryan C. Russell, Josef Sivic, Gregory Shakhnarovich, Fabian Caba Heilbron

2025Year
6Citations
4Top-tier citations

Abstract

Editor 🤖 ✂ : search_collection("kneading …"); add_to_timeline([…]) Draft timeline ! Critic 🤖🔎: Make video_127 last a few more seconds and add a shot of lined-up […] Editor 🤖 ✂ : remove_from_timeline(video_127); add_to_timeline(video_127, start=1.5, end=23.7); search_collection("lined-up dough in tray"); […]

… Critic 🤖🔎: RENDER (The current timeline satisfies the user request) … … Talking head footage Audio track Non-linear Editing (NLE) Environment

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