
How accurate is AI transcription, really?
What accuracy percentages actually measure, the five conditions that degrade a transcript, and how to test AI transcription on your own audio.
Practical guides on turning video and podcast audio into text — which export format to use, what actually degrades transcription accuracy, how to subtitle and translate, and what to do with a transcript once you have one.

What accuracy percentages actually measure, the five conditions that degrade a transcript, and how to test AI transcription on your own audio.

Burned-in captions or a separate SRT: how to make either from a transcript, where each platform wants the file, and the rules that keep captions readable.

Turn a podcast episode into a searchable, timestamped podcast transcript — then publish it, cut chapters from it, and get it into your RSS feed.

The three formats a transcript exports to, which players and platforms accept each, how to convert between them, and how to pick without trial and error.

Why a general translator wrecks an SRT, how much text each language expands by, and how to translate subtitles so they stay in sync with the video.

A repeatable workflow for turning one recording into an article, clips, social posts and a newsletter, starting from its transcript, with real times.

Rejected links, missing YouTube transcripts, private or region-locked posts, wrong URL forms: what each failure means and what to try next for each one.
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