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Evaluation · Saraiki

Does your speech model understand Saraiki?

Saraiki is spoken by tens of millions of people in southern Punjab, yet almost no public speech data exists for it. We test your ASR, voice agent or TTS on consented Saraiki speech recorded where the language is actually spoken.

In every pilot
  • Multani, Derawi and Riasti varieties
  • Rural and urban speakers, 18+
  • Verified Saraiki reference transcripts
  • Errors grouped by cause
  • Private, held-out test set
Why it matters

Saraiki is not an accent of Urdu

Models trained on Urdu or Hindi often replace Saraiki words with the nearest Urdu word, and the meaning changes.

01

Distinct vocabulary

Everyday Saraiki verbs and nouns differ from Urdu, so Urdu-trained models substitute them.

02

Distinct sounds

Saraiki has implosive consonants that Urdu does not, which ASR often mishears.

03

Little public data

Very little transcribed Saraiki speech exists publicly, so most models have never heard it.

What we test

Built around how Saraiki speakers really talk

We split results by variety, recording condition and speaker group so you see exactly where the model breaks.

AreaWhat we measureExample (illustrative)
Dialect substitutionSaraiki word replaced by Urdu or Hindi wordwanjna → jana
Implosive soundsErrors on sounds Urdu lacksɓ, ɗ, ʄ, ɠ heard as plain consonants
Variety gapAccuracy by Multani, Derawi, Riastiper-variety WER and CER
Rural audioSpeech in homes, fields and marketsnoise type logged per clip
Meaning-criticalTranscript close, meaning wrongnegation or time word dropped
Pricing

Start with a fixed-scope pilot

No long contract. Test one model on real regional speech, then decide.

PilotScopePrice
Starter test100 utterances · 1 language · WER/CER + error classesfrom $499
Regional pilot300 utterances · up to 3 languages · full written reportfrom $999
CustomYour domain, hours, conditions and scheduleQuoted after scoping

Fixed-scope pilots. You keep the report and the per-utterance results. Your test set stays private and is never resold.

Sample

See the format before you buy

Our first consented Saraiki sample pack is being recorded now. Request a pilot and we send the specimen report and file format.

Illustrative example of our format. Live consented samples publish at launch.

Start small

Test your model on real Saraiki speech.

A fixed-scope Saraiki pilot with a full error report. You keep the findings.