The core of ShortGPT's innovation lies in the use of natural language to replace the timeline operations of professional editing software. The creator only needs to type in the command "Create a 15-second video about a trip to Paris, dubbed in French, with a romantic style", and the system will automatically break down the task: call GPT to generate a poetic script → get the Eiffel Tower from Pexels → use EdgeTTS' French female voice to synthesize the video. Tests have shown that this interactive approach compresses the editing work that would otherwise take 2 hours to 8 minutes, and LLM plays the role of a "digital director" in this process, not only understanding abstract requirements such as "speed up the tempo", but also intelligently matching the transitions between the material and the audio. This is a cognitive ability that cannot be realized by traditional non-linear editing software.
This answer comes from the articleShortGPT: An Artificial Intelligence Framework for Automatic Short Video GenerationThe
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