Operator workspace

Your session will appear here once the pipeline starts.

Last session 2 hours ago Local demo

New session

Transcribe a lecture

Paste a YouTube URL to create a searchable, refined transcript.

YouTube URL

Public YouTube videos and unlisted links are supported.

Session options

Fine-tune the pipeline

3/3 enabled

Session ID (optional)

Chunk length5 min

Save audio chunksKeep intermediate clips for reviewApply EXPERT rulesTerminology, spelling, and grammarAI refinementGemini hybrid enhancement pass

Demo mode — deterministic local pipeline for this preview

Pipeline monitor

Processing session

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Validate session

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Download audio

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Chunk audio

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Transcribe with Whisper

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Assemble raw transcript

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Apply EXPERT refinements

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AI refine transcript

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Save artifacts

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