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░ armory · video-clipping · compare

ClipsAI vs fast-asd (Sieve)

Both in the video & clipping category. Side-by-side — pick the one that fits your stack tonight.

ClipsAI★★★★★
🆓 free🛠️ wire-up

The open-source blueprint for podcast clipping. Study it, steal the patterns.

rating
3
tested
cost
free
install
needs-wiring
stars
474
updated
2y ago
#video-clipping#podcast#python#texttiling#active-speaker#reference
avoid if

You want a ready-to-ship tool. ClipsAI is a reference design at this point, not active software.

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fast-asd (Sieve)★★★★★
🆓 free🐍 sidecar

Tells your video which person is actually talking. Powers auto-cropping for clips.

rating
3
tested
cost
free
install
sidecar
stars
82
updated
1y ago
#video#active-speaker#python#sieve#clipping#open-source
avoid if

You aren't building your own video pipeline. Most creators should just pay OpusClip and skip the plumbing.

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why it matters · ClipsAI

ClipsAI was the first proper open-source take on 'long podcast in, viral shorts out.' Python library that finds natural topic boundaries + tracks the active speaker to cut clips that actually make sense standalone. Hasn't been updated in over a year, so treat this as a reference codebase, not a production install. The topic-boundary + speaker-detection approach it uses is still how OpusClip works under the hood. Read the repo, steal the pattern, build your own pipeline.

why it matters · fast-asd (Sieve)

If you want to take a multi-person podcast and auto-crop it to the vertical 9:16 format TikTok and Reels want, the video needs to know WHO is talking at any given second. fast-asd figures that out — audio + lip movement detection — so your crop follows the active speaker. Stale repo (last updated mid-2024) but still works, and the pattern is still how every podcast clipper does speaker tracking under the hood. Python sidecar, MIT, free.

more video & clipping to compare

derived live from the armory manifest · same-category only