Home/Dialect Coverage
Dialect coverage
Arabic isn’t one dataset.
Build datasets targeting the dialects and speaker profiles your model needs — across Saudi Arabia, the Gulf, and the wider MENA region.
Why dialect matters
The unit that matters is the dialect, not the language.
Vocabulary, grammar, and pronunciation shift from region to region. A model trained mostly on one dialect — or on Modern Standard Arabic — misses how the rest of your users speak. We recruit and route work by dialect, not by “Arabic speaker”.
Dialects
Dialects projects can target.
Our initial focus is Saudi Arabia and the GCC. Projects in other dialects are scoped on request, and we confirm feasibility for your exact speaker profile before starting.
Saudi Arabia
- Najdi
- Hijazi
- Eastern
- Southern
Gulf
- Emirati
- Kuwaiti
- Qatari
- Bahraini
- Omani
Levant
- Jordanian
- Palestinian
- Lebanese
- Syrian
Egypt
- Egyptian
Iraq
- Iraqi
North Africa / Maghreb
- Moroccan
- Algerian
- Tunisian
Beyond dialect
Target the speaker, not just the region.
Demographics
Gender balance, age ranges, and the number of unique speakers.
Code-switching
Arabic–English mixing as it naturally occurs in each market.
Speaking style
Read, prompted, or spontaneous conversational speech.
Acoustic conditions
Devices and environments that match your deployment.
Need a dialect that isn’t listed?
Tell us who your users are. We’ll confirm what’s feasible before you commit.