Tchad Data Factory Get a quote

Data that sounds like Chad.

Speech, sentences and described photos in Chadian Arabic, Sar, Ngambay and other languages of the country, recorded by the people who speak them. Every item is checked before it enters a dataset, and every speaker is paid by mobile money.

15 Nov 2026Our collection tools are built and tested end to end on our own phone. Field collection has not started yet: we are recruiting a first group of speakers. No dataset is for sale yet.

What exists today, and what does not

We would rather show you where we really are.

What we collect

Collectors see a short sentence in French and say it in their own language. We never put invented sentences in Chadian languages in front of them. These are the fields the app records today.

Voices

Audio
Mono, 16 kHz, AAC in an .m4a file
Prompt
The French sentence said aloud
Text
Optional verbatim transcription
Speaker
Gender and age range
Setting
Quiet indoors, outdoors or noisy

Sentences and words

Pairs
A sentence in the language and its French translation
Topic
Market, conversation, health, farming and herding, school, religion, proverbs
Words
French-to-language translations checked by two speakers

Photos

Image
Market, school, street, home, field, sign or poster
Text
A description of the scene, and any writing visible in it, transcribed

Delivery formats (for example JSONL with audio files, laid out for Hugging Face) are agreed with each buyer.

Languages we work in

Codes are ISO 639-3. We open a language when we have speakers to record it and a reviewer who can read it.

Chadian Arabic has no speech recognition in the major open models. The open speech data we know of is about 12 to 15 hours of read speech recorded in Nigeria, where the language is called Shuwa Arabic, under a non-commercial licence. We record everyday speech in Chad, and it can be licensed for commercial use.

Dark green: first waveLight green: pilotGrey: later, on request

From a phone in Chad to your dataset

1ConsentA collector creates an account and accepts the consent terms before sending anything.
2CollectionThey record, translate or photograph, online or not.
3ReviewA reviewer accepts or rejects each item. Rejected items are not paid and never delivered.
4PaymentAccepted items are paid to the collector by mobile money.

What a collector earns per accepted item

A parallel corpus, agreed in principle

Published Bible translations exist in several Chadian languages. Aligned verse by verse with French, they make a useful translation corpus. These translations belong to their publisher, the Alliance Biblique du Tchad.

The Alliance Biblique du Tchad holds the rights to the translations in four of our languages: Chadian Arabic, Sar, Ngambay and Moundang. It has agreed in principle, orally, that we may build this corpus in these four languages and license it, including for commercial use. The Massa and Fulfulde translations belong to the Alliance Biblique du Cameroun and are not covered. We are now putting that agreement in writing. We will offer the corpus only once the written licence is signed, and on its terms.

Clear prices

Data collected to your specification, in USD. About a quarter of each price goes to the speakers. Each order gets a written quote with delivery date and licence terms.

Speech$1,600per validated hour
Transcribed speech$2,000per validated hour
Sentence pairs$700per 1,000 pairs
Described photos$1,400per 1,000 photos

See the full rate card

Say hello

Tell us the language and the data you need. We reply in English or French.

contact@innovservices-td.com

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