South Asia · Bengali
Bangla Speech Commands Dataset
Bangla speech commands sourced to your specification — no inventory, no fixed listing. This page covers what is specifically hard about this pairing, and which fields your specification needs to pin down.
Why speech commands in Bangla is its own problem
Bangladesh and West Bengal use different everyday wording for the same command, and a voice assistant covering only one region's word list degrades noticeably for users in the other. The two markets are usually bought as a single language, which makes this an easy trap to fall into.
The field to pin down first: The word list is defined and delivered per region, and the two are not merged into one Bangla word list.
At a glance
| Language | Bangla |
|---|---|
| Primary region | South Asia |
| Writing system | Bengali |
| Category | Speech Commands |
| Specification field to settle first | The word list is defined and delivered per region, and the two are not merged into one Bangla word list. |
| Delivery | Sourced to order, pilot batch before the full run |
What speech commands data is
Targeted recordings of short command words or phrases, usually with many speakers reading each entry several times over, used for wake words and on-device command recognition.
What buyers get wrong about it
What buyers consistently underestimate is the repetition count — a single command entry needs at least a few dozen distinct speakers, each reading it multiple times, to cover pronunciation variation.
The specification field that decides the quote
Once the word list is locked it cannot change; adding words midway means starting a new batch.
The language side: what Bangla demands
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.
What we can put in this delivery
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Read and conversational speech
Scripted recording for TTS, and unscripted conversation for recognition. Specified separately because they need different speaker pools.
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Transcription to your convention
Orthographic or phonetic, with the guideline written before production and shared with you for review.
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Speaker metadata
Age band, gender, region and dialect background per file, so you can slice the dataset rather than take it whole.
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Consent documentation
Signed speaker consent covering the intended use, plus collection methodology and the annotation guideline.
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Pilot batch
A small batch first, which you can reject. Misalignments surface after a few hours rather than at delivery.
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Delivery in your format
Audio format, sampling rate, segmentation length and metadata schema set to your pipeline's requirements.
What arrives in a delivery
| Component | What it is |
|---|---|
| Audio files | Format, sampling rate and segmentation length set to your pipeline. Named to a convention you specify. |
| Transcription | Orthographic or phonetic, produced under a guideline you review before production starts. |
| Speaker metadata | Age band, gender, region and dialect background per file, plus a speaker identifier so the dataset can be sliced. |
| Recording conditions | Environment, device and, where relevant, measured signal-to-noise ratio per file. |
| Annotation guideline | The document the annotators worked from, so you can reproduce the conventions on your own data. |
| Consent records | Signed speaker consent covering your intended use, with the transfer mechanism addressed where required. |
| Collection methodology | How speakers were recruited, screened and scheduled — the part that tells you how biased the pool is. |
| Quality report | Pilot outcome, re-work log, and the annotator agreement figures where the task supports measuring them. |
Questions we get about Bangla Speech Commands
How many distinct speakers can you provide for Bangla Speech Commands?
It depends on the specification and the timeline, and we will give a real number rather than a target. For this pairing, speaker recruitment is usually the step that sets the schedule. The word list is defined and delivered per region, and the two are not merged into one Bangla word list.
Can you annotate to our own guideline instead of the default?
Yes, and for this pairing we would recommend it. Bangladesh and West Bengal use different everyday wording for the same command, and a voice assistant covering only one region's word list degrades noticeably for users in the other. That is exactly the kind of decision a default guideline leaves open, and it is where annotators diverge. Send us your guideline, or we will draft one and you can review it before production starts.
Do you offer a sample before we commit to a full run?
Yes. Select a free sample in the request form and describe what you need. A pilot batch is the cheapest way to establish whether the quality bar is reachable for Bangla Speech Commands before committing to the full volume.
Is the data licensed or owned outright?
Licensing terms are set per project, so tell us how the model will be used and whether it will be distributed. Consent documentation travels with the data either way, and we do not handle medical or clinical data or recorded telephone calls.
Other datasets in Bangla
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Bangla Code-Switching Speech
Speech that mixes two or more languages inside a single utterance — Hinglish, Spanglish, Taglish — used for recognition in real spoken settings.
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Bangla Children Speech
Speech data from child speakers, grouped by age band, used for children's speech recognition and children's education products.
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Bangla Audiobook
Continuous long-form narration in audiobook style, steady in intonation and generous in duration, the main source material for high-quality TTS.
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Bangla Short Video Speech
Speech in the talking-head style of short video — fast, emotionally strong, colloquial — used for short video subtitles and content understanding.
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Bangla Live Stream Speech
Long-session spoken content from live streams — host monologue and responses to audience interaction — fast-paced and heavily improvised.
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Bangla Voice Assistant
Command and dialogue data for voice assistants, usually with intent annotation, covering the full chain from wake word to understanding to response.
Speech Commands in other languages
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Tamil Speech Commands
South Asia
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Telugu Speech Commands
South Asia
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Malayalam Speech Commands
South Asia
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Nepali Speech Commands
South Asia
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Sinhala Speech Commands
South Asia
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Khmer Speech Commands
Southeast Asia
Request Bangla Speech Commands
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.