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Dataset · hi-IN · Conversational Speech

Buy a Hindi conversational speech dataset

Two speakers hold an unscripted conversation seeded with a scenario, recorded on separate channels so overlap and turn-taking survive into the delivered files. Available for Hindi as a licensed build against your specification, with audio, verbatim transcripts, speaker metadata and consent records.

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Two speakers recording natural conversational speech data — Buy a Hindi conversational speech dataset
Language
Hindi (Devanagari)
Type
Conversational Speech
Per speaker
20–30 minutes of accepted audio per speaker, in pairs
Accepted yield
55–65% of recorded time is accepted
01

How Hindi conversational speech is recorded

Two speakers hold an unscripted conversation seeded with a scenario, recorded on separate channels so overlap and turn-taking survive into the delivered files.

A 45–60 minute paired session with both speakers on isolated microphones, either in adjacent treated rooms or split-mic in one room with bleed measured and logged.

55–65% of recorded time is accepted. Overlap regions, crosstalk bleed and one-sided stretches all cost delivered time. The lowest-yield studio style we run, and priced accordingly.

Share of recorded time that passes QAScripted8590%Spontaneous6070%Conversational5565%Telephony5060%Budget from delivered hours, not studio hours — the gap is the whole difference.
02

What is in the package

  • 16-bit PCM WAV audio, captured at 48 kHz / 24-bit and delivered at your target rate
  • Verbatim Devanagari transcripts with utterance-level timestamps
  • Speaker-turn segmentation with start and end timestamps
  • Overlap regions marked with participating speaker IDs
  • Backchannel and interruption markers
  • Per-pair relationship metadata: familiar or stranger
  • Per-speaker metadata: age band, gender, region, dialect, education band, device
  • Consent records mapped to speaker IDs and retained for audit
  • Speaker-disjoint train / dev / test splits
Speaker reading a prompt script into a studio microphone — supporting buy a hindi conversational speech dataset
Speaker reading a prompt script into a studio microphone
03

Specification

FieldStandard value
LanguageHindi (hi-IN)
Speech typeConversational Speech
Per speaker20–30 minutes of accepted audio per speaker, in pairs
ChannelsTwo, one per speaker, never mixed down before delivery
Channel isolationBleed measured per session and logged; sessions over threshold are re-recorded
OverlapPreserved, timestamped and labelled rather than edited out
File granularityPer-channel session WAV plus a turn-level manifest with speaker IDs
Dialects coveredKhari Boli, Awadhi, Braj, Bhojpuri-influenced Hindi
Recording citiesDelhi, Lucknow, Jaipur, Patna
TranscriptionNative verbatim, second-pass reviewed
04

Quality gates applied to conversational speech

The failure modes this style is prone to: crosstalk bleed that makes clean per-speaker training targets impossible to recover afterwards

  • Channel bleed measured on every session and rejected above the agreed threshold
  • Diarisation labels verified against the isolated channels rather than inferred from the mix
  • Turn boundaries and overlap regions checked by a native listener
  • Speaking-time balance per pair audited, so a dominant speaker does not silently halve the session's value
05

Pricing and volumes

VolumeIndicative rangeDelivery
50 hours (pilot-scale)₹1,60,000 – ₹3,25,0003-4 weeks
250 hours₹7,60,000 – ₹15,43,7505-8 weeks
1,000 hours₹27,20,000 – ₹55,25,00010-16 weeks

Bands, not a price list. A signed specification converts them into one fixed figure, and staged delivery lets you start training before the full corpus lands.

06

Why generic Hindi corpora underperform

Public Hindi corpora skew heavily towards read newspaper text from educated urban speakers in Delhi and NCR. Rural Bihar and eastern UP speech, elderly speakers, and low-literacy speakers reading prompts aloud are largely absent.

Urban Hindi speech is Hinglish in practice. Expect 15-40% English tokens in spontaneous speech: numbers, brands, technology terms, and whole clause switches. Any Hindi corpus that excludes English tokens will not match production traffic.

  • Inconsistent Devanagari vs romanised spelling for the same English loan word
  • Nukta characters (क़ ख़ ग़ ज़ फ़) applied inconsistently by transcribers
  • Numerals: whether to write digits, Devanagari numerals, or spelled-out words must be fixed in the style guide up front
  • Honorific verb forms create long agreement chains that annotators shorten unless the guide forbids it
07

Licensing and compliance

  • Perpetual, transferable licence covering model training, derivative models and commercial deployment
  • Written informed consent from every speaker, retained and auditable
  • Compliant with India's DPDP Act 2023 handling requirements and mapped to GDPR obligations for EU buyers
  • No scraped, resold or re-licensed third-party audio in any delivery
08

How buying works

  • Send your specification or use the standard one above
  • Receive a fixed scope, price and delivery schedule within one working day
  • Optional paid pilot of 10-20 hours against the same spec
  • Recruitment and recording begin on signature, with staged batches
  • Acceptance testing per batch, then final delivery with the full manifest

Frequently asked

Can I buy an off-the-shelf Hindi conversational speech dataset today?

We build to specification rather than reselling a fixed corpus, because off-the-shelf Hindi audio almost never matches a real deployment's dialect mix and noise profile. A 50-hour build ships in three to four weeks.

What licence do we get?

A perpetual, transferable licence with full IP transfer on delivery. You can train, distribute and commercialise models built on the data without further payment.

Can we get a free sample?

Yes — a short sample reflecting the agreed specification is provided before the pilot is signed, so you can check transcript quality and audio characteristics.

Which Hindi dialects are included?

By default Khari Boli, Awadhi, Braj and others, with quotas set at recruitment. You can weight the mix to match where your product is deployed.

Related pages

Quote this Hindi dataset

Tell us the volume and dialect mix for Hindi conversational speech and you get a fixed price and delivery date.

Request a dataset quote