Auto captions and accent accuracy
ASR misses names, numbers and accents first. There is no honest WER to quote. Read the transcript back, then burn.
Step-by-step guides for making video, images, voiceovers and music with AI — written for people shipping content, not reading theory.
2012 articles — page 1 of 84
ASR misses names, numbers and accents first. There is no honest WER to quote. Read the transcript back, then burn.
Stroke and boxes beat brand hex. WCAG 4.5:1 is a check, not a law. Preview the look on this footage.
At phone size, weight, stroke and x-height beat brand taste. Use the 9 Caption Studio families, not a poster serif.
Pick Snap or Reveal when the caption is the hook; pick Classic, Paper or Ink when type only has to be read.
Cut the 60-minute file into 20 clips first. Caption each clip after the trim — 1× basic or 2× dynamic credits per file.
Captions are speech on screen. Article 50 is a first-exposure AI mark. One does not satisfy the other.
Do not cover the demo. Park speech captions off the UI chrome you are showing; overlay labels the click, captions the voice.
Two layers: a transcript of speech and an authored overlay. Mixing them into one track is the bug.
Map each platform's chrome, then place captions once: mid-lower on TikTok, off Reels' caption field, above Shorts' subscribe row.
Talking-head needs auto captions of speech. Silent B-roll needs an overlay you wrote. Mixing the two jobs is the miss.
A uniform lag is an offset. Growing lag is drift. Frame-rate mismatch is a rescale. Pick the fix, not a restyle.
Transcribe is not translate. Dub the audio first, then caption each language with its own 165-code pass.
Export from the Versely web editor, check the cut, reframe for TikTok and Shorts, then queue it in Auto Post. Reschedule without a second charge.
Instagram lets you record Reels up to 20 minutes. That changes the container versus a feed post. It does not turn every Reel into a long video.
Export the files, rewrite the prompt for the destination model, lock identity with stills. Do not expect the seed to transfer.
A Sora 2 Pro storyboard is a multi-scene job. Map it to Versely Movie studio, not a single text-to-video row.
Omni Flash is conversational video editing, not a Sora twin. Pair Nano Banana 2 Lite stills with edit turns; generate the shot elsewhere.
Sora timestamp blocks, 20-second duration, and audio dumped into one paragraph break on Veo 3.1, Seedance, and Kling. Rewrite for the row you actually run.
TikTok accepts uploads up to 10 minutes for most accounts. That is an upload cap, not a retention target. Cut for the hold, not the ceiling.
The 3-minute cap decides whether an idea is a Short. Over it, the same cut is long-form. This is a format call, not a resolution spec.
Name the deployer, place the label at first exposure, pick an icon, log human review on public-interest text, and write the duty into the contract.
Label it if a real person, place or event would look authentic at first exposure. Assistive edits and pre-2 Aug published files sit outside.
The party that failed the duty can be fined up to €15 million or 3% of worldwide turnover. Deployer or provider, not a random login.
Four dates bind Article 50: 20 Jul 2026 guidelines, 2 Aug applies, 2 Dec provider marking grace, 2 Feb 2027 watermark-detection interoperability.