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@IvoTomasovich I have merged Emma's PR. Please pull the latest code, merge with yours, then resubmit the PR. |
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Adds a three-stage fuzzy correction step between transcription and summarization that fixes common Whisper misspellings of New Orleans names and streets.
New ETL step: correct_transcript.py
Reads raw .json transcripts from BOX_PATH
Corrects the text field in each segment using three stages: hardcoded fixes, fuzzy street matching, fuzzy name matching
Writes corrected files to BOX_PATH/corrected_transcripts/
Skips files already corrected; originals are never modified
No LLM calls — fully deterministic fuzzy string matching
Pipeline order:
transcribe_council.py → correct_transcript.py → summarize.py → vectorize.py