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Maharashtra · Multilingual collection

Multilingual Data Collection in Pune

Parallel programmes across several Indian languages at once, run to one specification so the resulting datasets are comparable rather than a set of incompatible deliveries. In Pune, this runs from our local studio setup: Booth with long-session capacity suited to TTS voice builds.

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Diverse Indian speakers waiting for multilingual data collection sessions — Multilingual Data Collection in Pune
City
Pune, Maharashtra
Languages here
4
Turnaround
6-12 weeks for a multi-language programme, depending on the smallest-pool language in scope.
01

Languages recorded in Pune

  • Marathi
  • Hindi
  • Hinglish
  • Indian English
Languages recorded in PuneMarathiHindiHinglishIndian EnglishPuneMaharashtraPuneri Marathi, the prestige standard, with a large student population for younger age bands.City choice is a data-quality decision, not a logistics one.
02

Local dialect profile

Puneri Marathi, the prestige standard, with a large student population for younger age bands.

Strongest standard-Marathi pool and easy 18-25 age-band filling.

Annotators writing prompts and responses for LLM training data — supporting multilingual data collection in pune
Annotators writing prompts and responses for LLM training data
03

Technical specification

ParameterStandard
LanguagesUp to 14 Indian languages plus Indian English in one programme
ConsistencyOne spec, one manifest schema, one QA standard across all languages
BalancePer-language quotas set independently to match your deployment mix
ReportingSingle consolidated progress view across languages
04

Process

  • Master specification written once and localised per language
  • Per-language linguistic review of prompts and guides
  • Parallel fielding across studio cities
  • Central QA applying identical thresholds
  • Consolidated delivery with per-language reports
05

Deliverables

  • Per-language datasets in one schema
  • Cross-language coverage report
  • Consolidated QA summary
06

Why Pune for this work

Strongest standard-Marathi pool and easy 18-25 age-band filling.

Booth with long-session capacity suited to TTS voice builds. Sessions here follow the same template as every other city in the network, so a multi-city cohort stays acoustically consistent.

Frequently asked

Do you have a studio in Pune?

Booth with long-session capacity suited to TTS voice builds.

Which languages can you collect in Pune?

Marathi, Hindi, Hinglish, Indian English. Other languages are possible where migrant communities are present, with residence and nativeness screening.

Can sessions run outside the studio?

Yes. Field recording in homes, vehicles and public spaces is available where your deployment conditions require it, with noise profiles documented per session.

Book multilingual collection in Pune

Send the language, speaker count and conditions.

Request a dataset quote