FAQ

Answers to the questions teams ask before they ship voice with Onepin.

Onepin is the agent layer for AI voice. Bring a script; we plan it, route each line to the best model, validate every line, fix what fails, and ship publish-ready audio. TTS makes voice. Onepin makes it production-ready.

Every line is scored before it ships for accuracy (WER), naturalness, noise, and pronunciation. Flagged lines are auto-fixed or regenerated. You set the bar. We hold it.

It cleans your script before generation, expanding numbers, dates, abbreviations, and symbols into how they should be spoken (for example, “$20” becomes “twenty dollars”) so the model says the right thing. Nearly half of the TTS errors are fixed by the normalizer.

Onepin already validates every line automatically for accuracy, naturalness, noise, and pronunciation, and fixes what fails before you ship. For a human sign-off on top, human validation is coming soon as a premium add-on.

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Turn any script into production-quality voice,
in any language, in minutes.

Run your first line