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Pronunciation assessment, explained for developers

How scoring engines work, how to turn JSON into feedback learners act on, and honest comparisons of the APIs you are likely to shortlist.

Guide

What is a pronunciation assessment API?

What a pronunciation assessment API takes in, what it returns (sentence, word and sound scores), scripted vs unscripted, pricing models, and how to choose one.

5 min read →
Under the hood

How pronunciation scoring works

How an engine turns audio into pronunciation scores: forced alignment, goodness of pronunciation, native-reference calibration and correction decisions.

4 min read →
Mandarin

How to handle tone sandhi in pronunciation scoring

How Mandarin tone sandhi (3-3 → 2-3, 不 before a 4th tone) breaks naive tone scoring, what we measured, and how a scoring API should handle it.

3 min read →
Tutorial

Add pronunciation feedback to your app in an afternoon

Record audio, send it to a pronunciation assessment API from your server, and turn word and sound scores into feedback learners act on. JS and Python code.

5 min read →
Pricing

Pronunciation assessment API pricing, compared

Speechace from $40/mo, SpeechSuper from $20/mo, Azure ~$1 per audio hour: one cost-per-request table at 1k, 10k and 100k recordings. Checked Sep 2026.

3 min read →
Roundup

The best pronunciation assessment APIs in 2026

SpeechSuper, Speechace, Azure AI Speech, ELSA and TonePerfect compared on languages, scoring depth, unscripted support, pricing and privacy for language apps.

3 min read →
Roundup

Free pronunciation assessment APIs (2026)

Which pronunciation assessment APIs you can try for free in 2026: Azure’s free tier, SpeechSuper and Speechace trials, TonePerfect’s 50 credits, open source.

3 min read →

Try it on your own recordings.

Create an account, generate a key and send your first request in minutes. Plans from $10/month; no audio is stored.

Get your API keyRead the docs

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