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Subtitles, transcripts and media analysis

How captions, transcripts and recordings go wrong, and how to measure it. Every number comes from files we ran ourselves.

  • October 20, 2026#ocr#text extraction

    Tried OCR on an old newspaper? Compare this page

    One dense 1850 newspaper page, four OCR tools: one nearly right, one fluent but wrong. See the results, then run your own page.

  • October 19, 2026#subtitles#captions

    Subtitles Offset or Slowly Drifting? Diagnose the Difference

    Check subtitle sync at the beginning, middle, and end to distinguish a constant offset, progressive drift, or a re-edited video.

  • October 15, 2026#subtitles#captions#video

    A subtitle file can look valid and still be out of sync

    A subtitle file 2.5 seconds late scored the same as the in-sync one on our own check. Why a text check cannot see sync, and what the audio shows.

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