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title: AV Curation Pipeline — e2e run (9NcjRFu6C4I)
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# AV curation agentic pipeline — end-to-end run on 9NcjRFu6C4I

Step-by-step input/output visualization of one full LangGraph pipeline run:
Qwen3-Omni caption → sounding-object → SAM3 segmentation → EffectErase inpainting
→ visual check → SAM-Audio best-of-10 (visual+text prompts × 5 seeds, ImageBind-ranked)
→ paired AV output. Includes all 10 audio candidates with their scores and the
demo gate overrides used for this hard (synthetic) clip.