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Odisha · Multilingual collection

Multilingual Data Collection in Bhubaneswar

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 Bhubaneswar, this runs from our local studio setup: Booth with mobile kit for Sambalpur and Berhampur sessions.

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Diverse Indian speakers waiting for multilingual data collection sessions — Multilingual Data Collection in Bhubaneswar
City
Bhubaneswar, Odisha
Languages here
2
Turnaround
6-12 weeks for a multi-language programme, depending on the smallest-pool language in scope.
01

Languages recorded in Bhubaneswar

  • Odia
  • Hindi
Languages recorded in BhubaneswarOdiaHindiBhubaneswarOdishaCoastal standard Odia; western Sambalpuri requires separate fielding from Sambalpur.City choice is a data-quality decision, not a logistics one.
02

Local dialect profile

Coastal standard Odia; western Sambalpuri requires separate fielding from Sambalpur.

Primary Odia base, with field extension to western districts.

Annotators writing prompts and responses for LLM training data — supporting multilingual data collection in bhubaneswar
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 Bhubaneswar for this work

Primary Odia base, with field extension to western districts.

Booth with mobile kit for Sambalpur and Berhampur sessions. 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 Bhubaneswar?

Booth with mobile kit for Sambalpur and Berhampur sessions.

Which languages can you collect in Bhubaneswar?

Odia, Hindi. 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 Bhubaneswar

Send the language, speaker count and conditions.

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