What's the best way to proof-listen to 50 files without going insane?

WellSaid Labs Reviews

Last Post by git_ops_guy 2 months ago

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git_ops_guy

(@git_ops_guy)

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Topic starter 21/07/2026 2:59 pm [#20512]

Just wrapped up a project generating 50+ TTS voiceovers with WellSaid Labs API for our training modules. The audio quality is great, but the review process is a bottleneck! 😅

We need to verify each file for correct pacing and proper noun pronunciation. Manually clicking play on 50 web player UIs is... not a CI/CD pipeline. How are you all handling bulk proof-listening?

I'm thinking of scripting a download and then a simple local player with a keystroke to mark as "approved" and move to next. Maybe a little Python script with a manifest YAML to track status?

```yaml
# review-manifest.yaml
files:
- id: module_01
path: audio/module_01.mp3
approved: false
notes: ""
```

> git commit -m 'done'

git push and pray

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