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Bilibili Tech
Bilibili Tech
Oct 13, 2023 · Artificial Intelligence

Multimodal Video High‑Energy Segment Extraction for Dynamic Video Covers

The authors present a multimodal system that automatically extracts high‑energy video segments for dynamic covers by analyzing subtitles, audio, visual frames, and danmu, employing LLM prompt‑tuning, scene‑cut detection, and aesthetic scoring to reduce manual effort and boost click‑through rates.

ASRLarge Language ModelOCR
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Multimodal Video High‑Energy Segment Extraction for Dynamic Video Covers