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Humobot AIAI Training Data & Annotation

Linguistic Repertoire & Indic Specialization

20+ Indic & Global Languages for AI Training

Train robust voice and language models with high-fidelity speech data. Access deep, diverse coverage across 20+ Indic languages, alongside extensive speech datasets spanning European, Southeast Asian, and Middle Eastern languages.

Hindi

हिन्दी
Indic Languages • 600M+
Call Center 8kHzTTS StudioNLP

Tamil

தமிழ்
Indic Languages • 85M+
Telephony SpeechConversationalASR

Telugu

తెలుగు
Indic Languages • 95M+
Telephony SpeechMulti-SpeakerASR

Malayalam

മലയാളം
Indic Languages • 38M+
Call Center AudioPhoneme Aligned

Kannada

ಕನ್ನಡ
Indic Languages • 45M+
Telephony 8kHzSpontaneous

Marathi

मराठी
Indic Languages • 83M+
Call Center AudioASR / TTS

Punjabi

ਪੰਜਾਬੀ
Indic Languages • 125M+
ConversationalTelephony

Gujarati

ગુજરાતી
Indic Languages • 55M+
Call Center AudioASR

Bengali

বাংলা
Indic Languages • 300M+
Telephony 8kHzStudio TTS

Odia

ଓଡ଼ିଆ
Indic Languages • 38M+
Call Center AudioVerbatim

Urdu

اردو
Indic Languages • 170M+
Telephony SpeechNLP

Assamese

অসমীয়া
Indic Languages • 15M+
Telephony SpeechASR

Maithili

मैथिली
Indic Languages • 34M+
Conversational AudioDialect Coverage

Santali

ᱥᱟᱱᱛᱟᱲᱤ
Indic Languages • 7.6M+
Acoustic ModelingField Recordings

Kashmiri

کٲشُر
Indic Languages • 7M+
Telephony SpeechPhonetic Aligned

Nepali

नेपाली
Indic Languages • 16M+
Call Center AudioSpontaneous

Konkani

कोंकणी
Indic Languages • 2.5M+
Coastal DialectsConversational

Sindhi

سنڌي
Indic Languages • 25M+
Telephony SpeechASR

Dogri

डोगरी
Indic Languages • 2.6M+
Speech CorporaASR

Manipuri

মৈতৈলোন্
Indic Languages • 1.8M+
Tonal Speech DataConversational

Bodo

बर’
Indic Languages • 1.5M+
Acoustic SpeechField Recordings

Sanskrit

संस्कृतम्
Indic Languages • Classical
Studio TTSPhoneme Aligned

English (US)

English
European Languages • 330M+
Call Center 8kHzStudio 48kHzASR

English (UK / Global)

English
European Languages • 400M+
Dialect AccentsConversational

French

Français
European Languages • 275M+
Telephony AudioConversational

German

Deutsch
European Languages • 130M+
Call Center AudioCustomer Dialogs

Spanish

Español
European Languages • 550M+
Multi-region DialectsTelephony

Dutch

Nederlands
European Languages • 25M+
Telephony AudioConversational

Italian

Italiano
European Languages • 65M+
Conversational AudioASR

Portuguese

Português
European Languages • 260M+
Multi-region DialectsTelephony

Arabic

العربية
Southeast Asian & Middle Eastern • 400M+
Telephony AudioModern Standard & Dialects

Thai

ไทย
Southeast Asian & Middle Eastern • 70M+
Tonal Speech DataCall Center

Indonesian

Bahasa Indonesia
Southeast Asian & Middle Eastern • 200M+
Conversational AudioASR

Vietnamese

Tiếng Việt
Southeast Asian & Middle Eastern • 85M+
Tonal Speech AudioCall Center

Malay

Bahasa Melayu
Southeast Asian & Middle Eastern • 30M+
Conversational AudioTelephony

Need an unlisted language or niche regional dialect?

Our global linguistic network covers extensive Indic and international dialects. We execute custom data collection and annotation pipelines for your target region.

Contact Language Operations

Engineering Calibration

Speech Dataset Technical Specifications

Engineered to train modern ASR and TTS architectures on realistic customer interactions.

SPEC 01 // AUDIO CODECS

Telephony & Studio Codecs

Available in 8kHz 16-bit uncompressed PCM, 16kHz wideband, and 48kHz studio audio for high-fidelity speech synthesis.

8kHz PCM16kHz WAV48kHz Studio
SPEC 02 // ENVIRONMENT

Natural Acoustic Diversity

Recordings incorporate spontaneous speech, realistic call center background noise, customer interruptions, and cross-talk.

Ambient NoiseSpontaneousDual-Channel
SPEC 03 // HUMAN QA

Human-Verified Transcripts

Time-aligned orthographic transcriptions with speaker turn markers, hesitation tags, and code-switching handling.

Time-AlignedDiarized~98%+ QA