aidataservices.inAI data collection · India

Locations

What does speech data collection in Pune involve?

Updated 2026-08-01 · 4 min read

Speaker recording scripted prompts for a speech data collection project — illustration for: What does speech data collection in Pune involve?

Short answer

Pune in Maharashtra is a recruitment hub for Marathi, Hindi, Hinglish. 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. Booth with long-session capacity suited to TTS voice builds. It is the right choice when your quota needs the varieties spoken here; it is the wrong choice when you need rural dialects from elsewhere in Maharashtra, in which case field recording outside the city is the honest answer.

Key takeaways

The argument at a glance1Languages recorded here: Marathi, Hindi, Hinglish, Indian English.2Puneri Marathi, the prestige standard, with a large student population for younger age bands.3Booth with long-session capacity suited to TTS voice builds.
  • Languages recorded here: Marathi, Hindi, Hinglish, Indian English.
  • Puneri Marathi, the prestige standard, with a large student population for younger age bands.
  • Booth with long-session capacity suited to TTS voice builds.

Dialect profile of Pune

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

Cities are not neutral sampling grounds. Urban speech in Pune carries more code-mixing, more media-influenced pronunciation and a younger age skew than the surrounding districts, so a corpus recorded entirely here will not represent Maharashtra as a whole.

Who you can recruit

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

Screening verifies the claimed dialect and district rather than accepting self-declaration, because participants routinely under-report regional features when speaking to a recruiter.

Voice artist recording training data for an AI voice model — locations context for What does speech data collection in Pune involve
Voice artist recording training data for an AI voice model

Studio and field capability

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

Where the deployment audio is telephony, we capture over a real narrowband path in the same city rather than downsampling studio audio, since the two are not equivalent for model training.

What to record here

  • Scripted and spontaneous Marathi speech with urban dialect coverage
  • Conversational two-party audio on separate channels
  • Telephony and contact-centre style corpora
  • Code-mixed English material, which is denser in metro speech
  • TTS voice recording where a treated booth is required

When to record elsewhere

If your quota calls for varieties spoken outside Pune, the correct answer is field recording in those districts, not a city recording with a dialect label attached. We run mobile kits for exactly this reason, and the cost difference is smaller than the cost of a corpus your evaluation later rejects.

Frequently asked questions

Which languages are recorded in Pune?

Marathi, Hindi, Hinglish, Indian English, with English code-mixing common in urban speech.

Is studio recording available in Pune?

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

Can rural speakers be recruited from Pune?

Some, through migrant populations, but a genuine rural dialect quota is better served by field recording in the target districts of Maharashtra.

How fast can a session start in Pune?

Typically within one to two weeks of scope sign-off, subject to quota complexity and studio availability.

Related reading

Turn this into a dataset specification

Tell us the languages, speaker count and minutes. You get a written scope, a protocol and a fixed price within one working day.

Request a dataset quote