RESEARCH 2026

Make AI say your name correctly

Put the correct names on the left. Paste the transcript on the right.

We match names by pronunciation, then rewrite the transcript with the spelling you gave us.

Works in G2P languages: English, Korean, Chinese (simplified/traditional), Dutch, French, German, Italian, Japanese, Portuguese, Spanish, and Thai.

Found in transcript pronunciationScan

Corrected transcript pronunciationReplace

Use in code

import { G2PBrowserModel } from "hama-js/g2p/browser";

const model = await G2PBrowserModel.create();
const terms = names.map((text) => ({ text }));

const scan = await model.pronunciationScan(transcript, terms, {
  returnPhonemes: true,
});

const replaced = await model.pronunciationReplace(transcript, terms, {
  returnPhonemes: true,
  includeDiscarded: true,
});

Works in Python, Node, and the browser. See the docs.

Local model setup

Downloading G2P model assets

First load fetches the browser model into this tab. Names and transcript text stay local.