Burst cut sequences as a re-engagement device
A short burst of fast cuts every few minutes resets attention in talking-head long-form. Place the bursts on your drop-off points, then measure the recovery.
8 min read
Lip sync breaks on fast speech and plosives
Rapid consonants expose a 1–3 frame lag slower speech hides. Target a 120ms window, nudge the clip, and rewrite lines that keep tripping it.
9 min read
Lip sync drifts across the clip
Most lip-sync drift is an export fault, not a model fault. Re-export at native frame rate, skip optimized rendering, and feed uncompressed audio.
8 min read
The mouth goes soft after a lip-sync pass
Older lip-sync models rebuild a tiny mouth crop and paste it back soft. Finish with a face restore, or switch models when the patch is structural.
8 min read
Three ways to make a face talk, and when each wins
A native-audio model, a lipsync pass, or a photo-to-avatar render. Compared on realism, script length ceilings, and what each costs when the copy changes.
8 min read
Your generated subject never blinks
An unblinking subject is the tell that survives every other fix. Schedule eye behaviour in the prompt, or chain short clips at natural blink points.
9 min read
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