Guwahati, Assam · বাংলা
Bengali Speech Data Collection in Guwahati
Kamrupi and standard Assamese; gateway to Upper Assam and Barak Valley fielding. That makes Guwahati a specific choice for Bengali collection, not an interchangeable one.
- City
- Guwahati, Assam
- Language
- Bengali
- Script
- Bengali
Bengali as spoken in Guwahati
Kamrupi and standard Assamese; gateway to Upper Assam and Barak Valley fielding.
Kolkata professional speech mixes English heavily; rural West Bengal much less. A single 'Bengali' dataset without register tags conflates two very different acoustic and lexical distributions.
Recruitment here
The only practical base for Assamese collection at scale.
Tag every speaker as Indian Bengali and record district of origin; mixing in Bangladeshi speech without tags is a common and costly dataset defect.
Studio setup
Booth plus partner field teams across Assam.
Bengali quality rules
- Three sibilant characters chosen inconsistently for the same sound
- Bangladeshi vs Indian Bengali orthographic conventions mixed within one dataset
- Verb conjugation register (cholit vs sadhu) normalised by transcribers
Session types available
- Cholit-bhasha spontaneous conversation
- Read prompts covering cluster simplification
- Regional dialect sets from North Bengal and Tripura
Building a balanced cohort
A Guwahati-only cohort is appropriate when you are targeting this market specifically. For a general Bengali model, spread the cohort across Kolkata, Siliguri, Durgapur as well.
| Dimension | Typical split | Why it matters for Bengali |
|---|---|---|
| Gender | 50 / 50 | Pitch range differences change acoustic model behaviour; unbalanced cohorts bias recognition |
| Age | 18-25: 30%, 26-40: 40%, 41-60: 30% | Older speakers retain conservative Bengali forms that younger urban speakers have lost |
| Region | West Bengal / Tripura / Assam (Barak Valley) and others | Dialect spread across 5 recognised varieties |
| Education | Mixed, including below-graduate | Prompt-reading fluency correlates with education and skews prosody |
| Condition | Studio / quiet room / field | Match the noise profile of your deployment |
Frequently asked
Can you record Bengali in Guwahati?
Yes. Booth plus partner field teams across Assam.
Is Guwahati Bengali representative?
For this market, yes. For a national model, no single city is: Tag every speaker as Indian Bengali and record district of origin; mixing in Bangladeshi speech without tags is a common and costly dataset defect.
How long does recruitment take?
One to two weeks for standard quotas; longer for narrow age, dialect or occupation requirements.
Collect Bengali in Guwahati
Send hours, speakers and conditions.