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Assamese Conversational Speech Data

Natural two-party and multi-party conversation recorded with separate channels per speaker, covering the overlaps, interruptions and turn-taking that scripted data never produces. This page covers how that works specifically for Assamese, where assamese has the voiceless velar fricative /x/, unique among major indian languages and routinely mis-modelled.

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Two speakers recording natural conversational speech data — Assamese Conversational Speech Data
Language
Assamese (as-IN)
Dialects covered
4
Typical programme
100-500 hours
Cities
Guwahati, Jorhat, Dibrugarh
01

What changes when the language is Assamese

The service specification stays constant across languages; the linguistics do not. For Assamese, three things drive the design of a conversational speech programme.

  • Assamese has the voiceless velar fricative /x/, unique among major Indian languages and routinely mis-modelled
  • Dialect spread: Kamrupi, Goalparia, Upper Assam (Sibsagar standard), Barak Valley contact varieties
  • Assamese speech mixes Hindi, English and Bengali, with substantial contact influence in Barak Valley and tea-garden communities.
Conversational speech — Assamese · written into the SOW before recordingChannelsOne channel per speaker, time-alignedDuration15-60 minutes per conversationTopicsScenario cards, free topics, or your domain scriptsOverlapPreserved and tagged, never edited outMetadataRelationship between speakers, familiarity, topic, settingYour values replace ours rather than being converted after delivery.
02

Technical specification

ParameterStandard
ChannelsOne channel per speaker, time-aligned
Duration15-60 minutes per conversation
TopicsScenario cards, free topics, or your domain scripts
OverlapPreserved and tagged, never edited out
MetadataRelationship between speakers, familiarity, topic, setting
Annotator labelling audio segments and speaker turns — supporting assamese conversational speech data
Annotator labelling audio segments and speaker turns
03

Assamese cohort design

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

DimensionTypical splitWhy it matters for Assamese
Gender50 / 50Pitch range differences change acoustic model behaviour; unbalanced cohorts bias recognition
Age18-25: 30%, 26-40: 40%, 41-60: 30%Older speakers retain conservative Assamese forms that younger urban speakers have lost
RegionAssam / Arunachal Pradesh / parts of Nagaland and Meghalaya and othersDialect spread across 4 recognised varieties
EducationMixed, including below-graduatePrompt-reading fluency correlates with education and skews prosody
ConditionStudio / quiet room / fieldMatch the noise profile of your deployment
04

Process

  • Scenario design so conversations stay on-domain without becoming scripted
  • Speaker pairing by familiarity level as specified
  • Multi-channel recording with per-speaker isolation
  • Diarisation-ready packaging
  • Verbatim transcription with speaker turns and overlap tags
05

Assamese-specific quality rules

  • Bengali characters substituted for Assamese ৰ / ৱ
  • Goalparia and Kamrupi forms standardised to Sibsagar Assamese
  • Tea-garden community speech excluded because transcribers cannot handle it

Conversations are checked for naturalness, not just audio quality. Sessions that drift into reading are rejected.

06

Deliverables

  • Per-speaker channels plus mixed reference
  • Turn-level transcripts
  • Overlap and backchannel tags
  • Conversation metadata
07

Worked example

A representative Assamese conversational speech engagement: 100 hours from 300 speakers, 50/50 gender, ages 18-45, spread across Guwahati, Jorhat, Dibrugarh, recorded to the specification above and delivered in WAV with a per-utterance manifest.

Timeline: 4-7 weeks for 100-300 hours in one language.

08

Where this data is missing today

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

Frequently asked

How much does Assamese conversational speech cost?

Priced per delivered hour or unit against a written spec. The cost drivers for Assamese are dialect spread, demographic narrowness and recording condition, in that order.

Which Assamese dialects are included?

By default Kamrupi, Goalparia, Upper Assam (Sibsagar standard), Barak Valley contact varieties and others, tagged per speaker. You can also commission a single-dialect corpus if you are targeting one region.

Can you deliver Assamese data in our format?

Yes. Per-speaker channels plus mixed reference is the default, but naming, schema and directory structure follow your pipeline.

How long does a Assamese programme take?

4-7 weeks for 100-300 hours in one language.

Request a Assamese conversational speech quote

Hours, speakers, dialects, deadline. Send what you have.

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