Create task TASK-125

Author: just3ws

backlog/tasks/task-125 - Quality-Control-Review-of-Legacy-Transcripts.md

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+---
+id: TASK-125
+title: Quality Control Review of Legacy Transcripts
+status: To Do
+assignee: []
+created_date: '2026-05-15 01:58'
+labels: []
+dependencies: []
+priority: medium
+---
+
+## Description
+
+<!-- SECTION:DESCRIPTION:BEGIN -->
+With the new `max-accuracy` whisper.cpp pipeline running, we need to go back and do a Quality Control (QC) review on the older, previously transcribed interviews. Some of the legacy transcripts may lack proper speaker diarization or suffer from phonetic drift.
+
+This task involves identifying those older transcripts, determining if they just need a `transcript-conversational-audit` re-run or a full re-transcription, and applying the fixes.
+<!-- SECTION:DESCRIPTION:END -->
+
+## Acceptance Criteria
+<!-- AC:BEGIN -->
+- [ ] #1 Identify legacy transcripts generated prior to the Whisper v3 pipeline
+- [ ] #2 Re-run them through the transcript-conversational-audit or re-transcribe if quality is severely lacking
+- [ ] #3 Update the speaker maps and ensure phonetic accuracy (e.g. library names, frameworks)
+<!-- AC:END -->
+
+## Definition of Done
+<!-- DOD:BEGIN -->
+- [ ] #1 AC criteria is completed and the change has been verified
+<!-- DOD:END -->