AI transcription can turn an interview recording into searchable, often time-coded working text, making it easier to find a topic or passage. It does not make the words verified: keep the original audio and check it before relying on quotations, claims, or context.
What AI transcription changes in an interview workflow
Without a transcript, a reporter may need to replay substantial portions of a recording to find a particular answer. Searchable text offers another route: locate a term or passage in the transcript, then return to the corresponding point in the audio. A time-coded transcript can make that navigation more practical. The transcript is a working aid for review and organization, not a substitute for the recording. SpeechText.AI’s interview-transcription guide describes this kind of workflow.
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The benefit is access, not guaranteed accuracy. The evidence available here does not establish an independent, journalism-specific accuracy rate that applies across tools, languages, accents, recording conditions, or overlapping speakers. Treat generated text as unverified until you have checked it.
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Capture and preserve the original
Record with a device approved for your work, such as a phone or digital recorder, and retain the original audio. Use the recording—not the transcript—as the reference when checking what was said. SpeechText.AI’s guide describes phones and recorders as possible capture devices.
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Check newsroom rules before processing
Before uploading audio, determine whether the material is unpublished, confidential, or otherwise sensitive, and which services your newsroom approves. The service’s data handling matters as much as its transcription features: check where audio is processed and stored, who can access it, and how long it is retained.
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Generate a draft for search and navigation
Use the transcript to locate passages and organize reporting. Keep its status clear to yourself and collaborators: it is machine-generated working text, not verified copy.
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Verify consequential passages against audio
Listen to the recording while reviewing any quotation, factual claim, or passage that will inform the story. Check wording and context, and correct the working transcript where needed. Human review is not optional simply because the text is searchable.
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Apply disclosure and accountability rules
Follow your newsroom’s requirements for review and disclosure. Editorial responsibility stays with journalists. The Associated Press’s July 23, 2026 standards announcement says AI does not replace reporting, sourcing, editorial judgment, or verification, and places accountability with AP journalists.
Rank #3
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Can you upload a confidential or unpublished interview?
Do not assume that a service is appropriate for every recording just because it can transcribe audio. Newsroom policies differ, and the examples below are organizational rules rather than a universal industry standard. Check the current policy that applies to your newsroom and use only an approved route.
- NRK: Its guidelines, updated March 26, 2026, allow AI transcription and translation but say unpublished material should not be shared with open AI services. Sensitive material should be handled only in closed storage environments; a transcript intended for publication needs language quality assurance. Read NRK’s guidelines.
- OPB: Its policy allows AI assistance with transcription and research while keeping accuracy responsibility with journalists. It bars uploading unpublished reporting, sensitive source material, or confidential newsroom information to public AI systems, and requires review and verification before publication. Read OPB’s policy.
- ProPublica: Its AI principles call for staff review of AI-assisted work and caution against putting confidential source documents into public AI tools where privacy could be compromised. Read ProPublica’s principles.
- States Newsroom: Its policy permits limited AI use for some editorial tasks, including audio-interview transcription, on a case-by-case basis; accuracy rules and human review still apply. Read the policy.
These policies illustrate why approval depends on the material and the environment, not only on the task. A route acceptable for routine material may be unsuitable for a protected source or unpublished reporting.
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How to assess a transcription workflow
Evaluate the complete process, not just whether it produces text. These checks help identify whether a workflow is usable and appropriate for your reporting:
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- Review controls: Make sure a journalist can compare text with the audio and correct errors before relying on the transcript.
- Search and navigation: Check whether the output is searchable and keeps useful timestamps or other ways to return to a passage in the recording.
- Representative audio: If policy permits, assess the workflow on material resembling your reporting conditions, including relevant languages, accents, background noise, and overlapping speakers. The sources cited here do not provide an independent benchmark for performance across those conditions.
- Disclosure and accountability: Confirm who reviews the output and what your newsroom requires you to disclose. The Radio Television Digital News Association’s guidance recommends setting expectations for human review and disclosure.
Where the journalist’s judgment remains essential
A searchable transcript can help a reporter revisit interview material, but it cannot establish that a phrase was captured correctly or that a quotation retains its meaning in context. Those checks require returning to the recording. The AP’s standards put verification and editorial accountability with journalists; OPB likewise says journalists remain responsible for the accuracy of published content, including material supported by AI tools.
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Recording consent and data-protection obligations can depend on jurisdiction and circumstances. The policies above do not resolve those legal questions, so follow the applicable newsroom guidance and local requirements.
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