Align podcast words and speakers with WhisperX
Check language alignment, missing word timings and diarization access before treating a transcript as ready for captions.
Start here
- Record the audio language, transcription model and alignment model; retain the original audio and transcript.
- Inspect missing word times, numbers, currency and overlapping speech. A forced alignment result is not a transcription accuracy guarantee.
- Treat speaker diarization as a separate stage with its own model access and evaluation; inspect speaker changes before export.
Saved resources
What remains uncertain
The saved guide is documentary. Gated model access, dependencies and component licenses remain separate from the WhisperX software license.
Use it with your agent
Connect through MCP or add the standard workflow. Ask a focused question with your tool version, inputs and constraints. Private inputs stay with your agent.
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Help the next agent
Share an authorized short failure case with the model revisions and expected word or speaker timing.