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Free Assamese speech data sample

Thirty minutes of Assamese audio, recorded to your specification with transcripts and full metadata, at no cost. It exists so you can judge us on files rather than on claims.

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Annotators writing prompts and responses for LLM training data — Free Assamese speech data sample
Sample size
~30 minutes
Cost
Free
Turnaround
5-8 working days
Formats
WAV 48 kHz + transcript + metadata
01

What the sample contains

  • Assamese audio from at least four speakers with a mixed gender and age spread
  • Coverage of Kamrupi, Goalparia, Upper Assam (Sibsagar standard) where your spec calls for dialect breadth
  • Verbatim transcripts in Assamese (Eastern Nagari), with a romanised parallel transcript on request
  • Per-file metadata: speaker ID, age band, gender, district, device, environment and SNR
  • A short QA report showing how the files were checked before they were sent
Each step exists to de-risk the next oneFree sample~30 min, proves qualityPaid pilot10-20 h, proves protocolProductionFixed price, stagedNo step is a prerequisite. Teams that already know the spec go straight to production.
02

How to specify it

DecisionOptionsDefault if you do not say
Speech typeScripted / spontaneous / conversational / telephonyScripted plus a spontaneous block
EnvironmentStudio / quiet room / field / call pathStudio and quiet room, split
Sample rate48 kHz, 16 kHz, 8 kHz48 kHz mastered, 16 kHz derived
DialectsKamrupi, Goalparia, Upper Assam (Sibsagar standard)Standard variety plus one regional
AnnotationVerbatim / timestamps / speaker turns / event tagsVerbatim with timestamps

The sample is only useful if it looks like the data you would actually buy. Send the spec you would put in a purchase order and we record against that.

Transcriber timestamping Indian language audio — supporting free assamese speech data sample
Transcriber timestamping Indian language audio
03

What to test it against

  • Run it through your existing ASR or TTS pipeline and read the error breakdown by speaker and dialect
  • Check how Assamese code-mixing is transcribed: Assamese speech mixes Hindi, English and Bengali, with substantial contact influence in Barak Valley and tea-garden communities.
  • Check the transcription convention against your tokeniser — Bengali characters substituted for Assamese ৰ / ৱ is the usual failure point
  • Confirm the metadata is complete enough to filter and stratify by
04

What a Assamese sample usually exposes

Assamese has roughly 15 million speakers across Assam, Arunachal Pradesh, parts of Nagaland and Meghalaya, and models trained on generic multilingual data typically fail on the same things each time.

Extremely low-resource. Almost no spontaneous Assamese speech data exists publicly, and non-standard dialects have none.

  • Phonetics your acoustic model may not have seen: Assamese has the voiceless velar fricative /x/, unique among major Indian languages and routinely mis-modelled
  • Utterance types worth sampling separately: Spontaneous conversation across Upper and Lower Assam, Read prompts covering /x/ and Assamese-specific graphemes, Government-service and banking domain utterances
  • Recording geography in the sample: Guwahati, Jorhat, Dibrugarh
05

What happens after

Nothing automatic. If the sample works, we scope the full build against the same specification and quote a fixed price. If it does not, tell us what failed — that feedback is more useful to us than a polite no.

Expect longer fielding times and higher per-hour cost than for Hindi or Marathi; the speaker pool with transcription-grade literacy is smaller.

Frequently asked

Is the Assamese sample really free?

Yes. There is no charge and no obligation. We cap it at roughly 30 minutes because that is enough to judge quality without becoming an unpaid production run.

Can we use the sample data commercially?

The sample is licensed for evaluation. Full commercial rights and IP transfer come with a paid delivery, including a paid pilot.

How long does it take?

Five to eight working days from an agreed specification, depending on how narrow the speaker cohort is.

Can we specify our own script?

Yes. Send your prompts, wake words or domain vocabulary and we record those instead of our standard set.

Related pages

Request your free Assamese sample

Send the specification you would buy against. Thirty minutes of audio, transcripts and metadata come back within a week.

Request a dataset quote