· Creator  · 1 min read

Local AI video editing in 2025 — faster b-roll, captions, and cleanup

You can now generate b‑roll, smart captions, and remove noise locally. Here’s the gear and software setup that actually works.

You can now generate b‑roll, smart captions, and remove noise locally. Here’s the gear and software setup that actually works.

What’s possible locally

  • B‑roll generation at 720p/1080p with short prompts.
  • Smart captions and speaker labels with diarization.
  • Hum removal and voice isolation that’s good enough for YouTube.

Hardware sweet spot

  • 16–24GB VRAM for snappy preview.
  • Fast NVMe; keep footage and cache on separate drives if possible.
  • Quiet cooling to avoid mic noise.

Software stack

  • Local captioning and translate; export SRT and burn‑in.
  • Effect chains: denoise → level → caption overlay → b‑roll cuts.
  • Color last; AI can mislead if applied before balance.

Workflow tips

  • Generate b‑roll in batches; pick the best 10s loops.
  • Keep a “graphics” bin for reusable lower thirds and calls to action.
  • Test renders at 0.5x speed to spot caption drift.

FAQs

  • Is 8GB VRAM enough? For 1080p workflows with modest generation, yes.
  • Can I run it on a laptop? If you have 16GB+ VRAM or you accept slower previews.

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