Speech AI for Nigerian Pidgin

Built around the way we speak.

Open speech recognition from Tala Labs, tested where people actually talk.

TranscribedTok234 Mini

How far? Wetin dey happen?

Hi — what’s going on?

What it does

Speech recognition that hears Pidgin as it’s spoken

Built for voice notes, calls and markets — not read-aloud textbook sentences.

Transcript0:04

PidginEnglish1 transcript

Pidgin and English, as spoken

One transcript that keeps the switch between languages, word for word.

Word error rateby condition
Market
QuietCallStreetMarket

Illustrative · numbers from the paper

Tested where it’s loud

Every release is scored in quiet rooms, on calls, on the street and in markets.

Tok234 Minion device
Offline mode
Model size[—] MB
NetworkNot needed

Runs on the phone in your hand

Tok234 Mini works offline on a laptop or a mid-range phone.

Models

Two sizes, one way of speaking

Trained on the same data. Mini for devices, Large for servers.

On this phoneOffline
Mama — voice note
0:12
Customer call
1:48
Market price
0:31
tok234Mini

Fast and small. Runs on a laptop CPU or a mid-range phone.

Model card
Batch jobTok234 Large
[—]hours transcribed
calls_2026-10.zip
Done
field_mile12/
Done
support_queue/
Running
tok234Large

Our most accurate model. For servers and batch transcription.

Model card
How we test

From the street to the benchmark

The Tala method. Field-testing is where most of the learning happens.

STEP 04 / 06

Field-test

Calls, markets, noisy rooms

Mile 12 market · phone calls · noisy rooms

Why 234

A name you can dial

Tok234
TokPidgin for “talk”.
+234Nigeria’s dialling code.

Tok am your way.

Say it your way. Try it in your browser.