Linguacorpus

120 languages, and what makes each one hard

Coverage is easy to claim and hard to deliver. Every language below has a production path we have documented — and a note on the specific difficulty that decides whether a collection project in that language succeeds.

Highest demand

Languages where we have measured the strongest buyer search demand. 15 languages

  • Hindi

    South Asia

    Script or accent split

  • Arabic (MSA)

    Middle East & North Africa

    Multi-dialect

  • Indonesian

    Southeast Asia

    Code-switching

  • Thai

    Southeast Asia

    Tonal

  • Turkish

    Middle East & Europe

    Multi-dialect

  • Vietnamese

    Southeast Asia

    Tonal

  • Filipino

    Southeast Asia

    Code-switching

  • Persian

    Middle East & North Africa

    Multi-dialect

  • Tamil

    South Asia

    Multi-dialect

  • Telugu

    South Asia

    Multi-dialect

  • Malayalam

    South Asia

    Scarce resources

  • Nepali

    South Asia

    Scarce resources

  • Sinhala

    South Asia

    Code-switching

  • Bangla

    South Asia

    Script or accent split

  • Khmer

    Southeast Asia

    Non-Latin script

Established demand

Languages with consistent but narrower buyer demand, including several major dialect variants. 13 languages

  • Arabic (Egyptian)

    Middle East & North Africa

    Multi-dialect

  • Arabic (Gulf)

    Middle East & North Africa

    Multi-dialect

  • Arabic (Moroccan)

    Middle East & North Africa

    Code-switching

  • Kannada

    South Asia

    Multi-dialect

  • Kazakh

    Central Asia & Caucasus

    Script or accent split

  • Uzbek

    Central Asia & Caucasus

    Script or accent split

  • Punjabi

    South Asia

    Script or accent split

  • Burmese

    Southeast Asia

    Non-Latin script

  • Amharic

    Sub-Saharan Africa

    Non-Latin script

  • Ukrainian

    Europe

    Code-switching

  • Yoruba

    Sub-Saharan Africa

    Tonal

  • Swahili

    Sub-Saharan Africa

    Multi-dialect

  • Kurdish

    Middle East & North Africa

    Multi-dialect

Narrower demand

Languages we can source where buyer demand is thin but real. 3 languages

  • Odia

    South Asia

    Scarce resources

  • Hausa

    Sub-Saharan Africa

    Script or accent split

  • Pashto

    Middle East & Central Asia

    Multi-dialect

Full coverage

The rest of our documented coverage. Lower search demand, and often exactly where a requirement lands. 89 languages

Submit a sourcing request

Tell us the language, the hours, and what the data needs to look like. You will get a real number and a real timeline — not a range. If we cannot source it well, we will tell you that instead.

  • Pilot batch before the full run, so problems surface early.
  • Consent documentation delivered with the data.
  • No medical or clinical data. No recorded telephone calls.

We reply within two business days. Your details are used only to answer this request. See our privacy policy.

Contact

Talk to a human

Send a specification and we will come back with a real number and timeline.

Submit a sourcing request

Or email hello@linguacorpus.com