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Hyderabad, Telangana · اردو

Urdu Speech Data Collection in Hyderabad

Telangana Telugu alongside Dakhini Urdu, producing a lexical mix found nowhere else. That makes Hyderabad a specific choice for Urdu collection, not an interchangeable one.

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Speaker recording scripted prompts for a speech data collection project — Urdu Speech Data Collection in Hyderabad
City
Hyderabad, Telangana
Language
Urdu
Script
Perso-Arabic (Nastaliq)
01

Urdu as spoken in Hyderabad

Telangana Telugu alongside Dakhini Urdu, producing a lexical mix found nowhere else.

Spoken Urdu and spoken Hindi are largely mutually intelligible; the distinction is mainly lexical and orthographic. Decide up front whether transcription is in Nastaliq, Devanagari, or both.

Languages recorded in HyderabadUrduHyderabadTelanganaTelangana Telugu alongside Dakhini Urdu, producing a lexical mix found nowhere else.City choice is a data-quality decision, not a logistics one.
02

Recruitment here

The only reliable pool for Dakhini Urdu at scale, plus Telangana Telugu.

Fix the script decision before fielding; retro-transcribing a Nastaliq dataset into Devanagari after delivery costs as much as the original transcription pass.

Annotators writing prompts and responses for LLM training data — supporting urdu speech data collection in hyderabad
Annotators writing prompts and responses for LLM training data
03

Studio setup

Booth plus field-recording capacity for community-based collection.

04

Urdu quality rules

  • Right-to-left Nastaliq tooling errors and diacritic loss
  • Merged phonemes transcribed by sound rather than by etymology, or vice versa, inconsistently
  • Dakhini forms replaced with standard Urdu
05

Session types available

  • Dakhini spontaneous conversation from Hyderabad
  • Dual-script transcription sets (Nastaliq plus Devanagari)
  • Formal and colloquial register pairs
06

Building a balanced cohort

A Hyderabad-only cohort is appropriate when you are targeting this market specifically. For a general Urdu model, spread the cohort across Hyderabad, Lucknow, Delhi as well.

DimensionTypical splitWhy it matters for Urdu
Gender50 / 50Pitch range differences change acoustic model behaviour; unbalanced cohorts bias recognition
Age18-25: 30%, 26-40: 40%, 41-60: 30%Older speakers retain conservative Urdu forms that younger urban speakers have lost
RegionUttar Pradesh / Telangana / Bihar and othersDialect spread across 5 recognised varieties
EducationMixed, including below-graduatePrompt-reading fluency correlates with education and skews prosody
ConditionStudio / quiet room / fieldMatch the noise profile of your deployment

Frequently asked

Can you record Urdu in Hyderabad?

Yes. Booth plus field-recording capacity for community-based collection.

Is Hyderabad Urdu representative?

For this market, yes. For a national model, no single city is: Fix the script decision before fielding; retro-transcribing a Nastaliq dataset into Devanagari after delivery costs as much as the original transcription pass.

How long does recruitment take?

One to two weeks for standard quotas; longer for narrow age, dialect or occupation requirements.

Collect Urdu in Hyderabad

Send hours, speakers and conditions.

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