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The Interview Transcription Workflow Used By Working Journalists

Speaker labels, quote verification and a searchable archive: how to move from a recorded interview to publishable quotes without listening twice.

August 17, 20267 min read

Interviews are the hardest kind of audio to work with, not because they are technically difficult, but because accuracy matters at the level of the individual word. A misheard clause becomes a correction notice.

Separate the voices first

Set the expected speaker count before transcribing and rename speakers as soon as the transcript opens. Every downstream step — quote pulling, export, translation — inherits those labels, so fixing them once saves the whole project.

Verify quotes against the audio, not your memory

Word-level timestamps let you click any sentence and hear it. Verify every quote you intend to publish by ear, in context. It takes seconds per quote and it is the single most valuable habit in the workflow.

For sensitive interviews, enable PII redaction so names, numbers and addresses that never belonged in your archive are masked before the transcript is stored.

Keep the archive searchable

  • One folder per story, not per month.
  • Rename recordings to source plus date so search works on partial memory.
  • Export a CSV of segments when you need to sort or filter quotes in a spreadsheet.

Six months later the value of the archive is not the audio — it is being able to find the sentence you half remember in under a minute.

Try It On Your Next Interview

Word-level timestamps, speaker labels and quote-ready exports — start with one recording and see how the workflow feels.

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