Bangla ASR datasets
Bangla as spoken in Bangladesh and in West Bengal has diverged in vocabulary and accent, and the everyday word for the same meaning is often different on the two sides. A corpus that does not state which variety it holds cannot be used to evaluate a model against either. The variety is named in the specification and recorded per speaker.
What ASR work in Bangla requires
Transcription convention, decided first
Whether to write what was said or what should have been said is the single biggest source of disagreement between annotators. For this language the two diverge often enough that the convention has to be explicit.
Speaker count over hours
Recognition models overfit to voices faster than to vocabulary. A dataset that is long but narrow will test well on held-out audio from the same speakers and fail on anyone new.
Noise that matches deployment
If the model will run on phone audio in a city, training on studio recordings creates a mismatch that no amount of additional clean data fixes.
The mistake that costs the most
The most common mistake is specifying hours without specifying speakers, and then discovering at evaluation time that the model only works on the people who were recorded.
The language-specific factor
The Bangla of Bangladesh and of West Bengal in India has diverged in vocabulary and accent. The everyday word for the same meaning is often different. In search terms and annotation alike, bangla tracks real usage better than bengali.
Specification checklist
| Language | Bangla |
|---|---|
| Writing system | Bengali |
| Region | South Asia |
| Core keyword | ASR dataset |
| Must specify | Distinct speaker count, recording conditions, annotation convention, delivery format |
| Included by default | Pilot batch, speaker metadata, consent documentation, annotation guideline |
Related
-
Bangla speech data
The full overview for this language, including what makes it hard to collect.
-
Multilingual speech
Running this alongside other languages in one delivery.
-
WER
How recognition quality is measured, and what the number does not tell you.
Request Bangla ASR data
Tell us the language, the hours, and what the data needs to look like. You will get a real number and a real timeline, not a range. If we cannot source it well, we will tell you that instead.
- Pilot batch before the full run, so problems surface early.
- Consent documentation delivered with the data.
- No medical or clinical data. No recorded telephone calls.
- You send the spec Language, hours, recording conditions, and the deadline.
- We reply within two business days A real number and a real timeline, not a range.
- You approve a pilot batch A small run first, so problems surface before the full order.
- Full run, then delivery with documents Audio, transcripts, and the consent record for every speaker.