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AI agent for voice actors

Narration Pronunciation and Name List Agent

A confirmed pronunciation list used consistently in the recording, with mispronunciations caught before delivery

Narration Pronunciation and Name List Agent: what goes in, what the agent does and what you get

What it does

An audiobook narrator records 20 chapters and the author later says that three character names and a town were pronounced wrong, and the fixes cost a week. This agent reads the script before recording and extracts names, places, brands and technical terms. It looks up pronunciations in dictionaries and public sources, marks the uncertain ones, and builds a list with phonetic spelling and notes to confirm with the author or client. After recording, it transcribes the audio, compares it with the list and finds words that sound different from the agreed pronunciation. It loops on mispronounced words by flagging the exact time and asking for a pickup. The narrator approves the list. Edge case: a name with two accepted pronunciations is flagged so the narrator picks one for the whole book.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueApprovedYes, continueNoNo 1 STARTS WHEN Script received 2 USES A TOOL Read the script and extract names, places, brandsand terms 3 DOES Look up each pronunciation and write phonetic notes 4 CHECKS THE RESULT Is each pronunciation confirmed by a source or theclient? If not: Mark it as uncertain and draft a question to theclient or author. Back to step 2. 5 YOU APPROVE Narrator approves the list and the questions to send 6 USES A TOOL After recording, transcribe the audio and mark eachlisted word 7 DOES Compare the spoken words with the confirmed list 8 CHECKS THE RESULT Does every listed word match the confirmedpronunciation? If not: List the time stamps of the wrong words andrequest pickups. Back to step 6. 9 DOES Update the list with any new names found in therecording 10 RESULT Final pronunciation list and corrected audio list
Read the steps as a list
  1. Script received
  2. Read the script and extract names, places, brands and terms
  3. Look up each pronunciation and write phonetic notes
  4. Is each pronunciation confirmed by a source or the client?If not: Mark it as uncertain and draft a question to the client or author. Back to step 2.
  5. Narrator approves the list and the questions to sendThe agent waits here for your OK.
  6. After recording, transcribe the audio and mark each listed word
  7. Compare the spoken words with the confirmed list
  8. Does every listed word match the confirmed pronunciation?If not: List the time stamps of the wrong words and request pickups. Back to step 6.
  9. Update the list with any new names found in the recording
  10. Final pronunciation list and corrected audio list

How it decides

It marks a pronunciation as confirmed only when the author, client or an authoritative source gives it, and compares recordings with the confirmed list.

  • Treat a name as uncertain unless a source or the client confirms it
  • Keep one pronunciation per name across the whole work
  • Check names in each chapter against the full list
  • Ask the author about invented or foreign names first

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Sources used for lookup
  • Phonetic notation style
  • Languages involved
  • Transcription tool
  • How to mark uncertain words

What keeps you in control

It always asks you first

  • Narrator approves the pronunciation list and every message to the client

Hard limits

  • Never send anything to the author or client without approval
  • Never change a confirmed pronunciation on its own

It stops when

  • Done: All listed words match the confirmed pronunciation in the final audio
  • Stop: A pronunciation cannot be confirmed, so the agent leaves it to the narrator's judgment and records the choice

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensFrom a 90,000 word script, the agent lists 64 names. Eleven are uncertain, including the town 'Leominster' and the character 'Siobhan'. The author confirms both. In chapter 4 the transcript sounds like 'Lemster' for the town, matching the agreed form, but 'Siobhan' is read two ways. The agent flags 3 times and requests pickups.

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