Sarvam AI
Sarvam Motif

Speech to Text, perfected for Odia

Every accent. Every dialect. Code-switching mid-sentence. Saaras hears Odia the way you actually speak it.

Speak Odia to see live captions

Every Odia word, captured accurately

Code-mixing. Numbers. Proper nouns. Abbreviations.
0:00
ହଁ,ମୁଁPROPER NOUNFlipkart-ରୁNUMBER₹12,,499-ରENTITYSamsungGalaxyCODE SWITCHphoneorderକରିଛି।OrderIDହେଉଛିABBREVIATIONFLK-78234-XN।CODE SWITCHDeliveryaddressହେଉଛି42,PROPER NOUNKoramangala5thBlock,PROPER NOUNBangalore।ମୋରphonenumberହେଉଛିPHONE NUMBER9840950950।CODE SWITCHPleasedeliveryଜଲଦିକରିଦିଅନ୍ତୁ,ମୋରପୁରୁଣାphoneଜମାବିକାମକରୁନି

Flexible output. Same Odia audio,
multiple formats

Transcribe

With formatting and number normalization.

Output
ମୋ ଫୋନ ନମ୍ବର 9840950950

Translate

From Indic languages to English.

Output
My phone number is 9840950950

Transliteration

Indian languages written in English letters.

Output
phone number 9840950950

Verbatim

Preserves fillers and spoken numbers.

Output
ମୋ ଫୋନ ନମ୍ବର 9840950950

Saaras hears ଓଡ଼ିଆ the way you speak it

Every feature shown with real Odia audio. Play each clip. Read the transcript. See the difference.

Speaker Diarization

Know who said what

Automatically labels speakers in multi-party Odia conversations. Colors match the transcript.

Click to play
0:00Speaker 1

ନମସ୍କାର, HDFC bank-କୁ call କରିଥିବାରୁ ଧନ୍ୟବାଦ। ମୁଁ Rupali କହୁଛି, ଆପଣଙ୍କୁ କିପରି help କରିପାରିବି?

0:00Speaker 2

ହଁ, ମୁଁ ମୋର savings account-ର balance check କରିବାକୁ ଚାହୁଁଛି। Account number ହେଉଛି 2641-0078-3395।

0:00Speaker 1

ଠିକ୍ ଅଛି, verification କରିବା ପାଇଁ ଆପଣଙ୍କ registered mobile number confirm କରନ୍ତୁ।

Code-Mixing

Seamless Odilish

Handles mid-sentence switching between Odia and English. No drops, no accent shifts.

Click to play
आजी रो मिटिंग बहुत प्रड़क्टिव थेला, लंच परी कोडिंग सेशन रे सबु किची स्मूथ चालेला, टीम बहुत भला काम कर ची.
Telephony-Optimized

Built for real calls

8kHz call center audio, compression, background noise — maintains accuracy for Odia where others fail.

8kHzNoisy
Click to play

ଆଜ୍ଞା, ବର୍ତ୍ତମାନର ସରକାରଙ୍କ କାମ ଆପଣଙ୍କୁ କିପରି ଲାଗୁଛି? ଦେଖନ୍ତୁ, ରାସ୍ତାଘାଟ ତ ତିଆରି ହୋଇଛି, କିନ୍ତୁ ମହଙ୍ଗା ବହୁତ ବଢିଯାଇଛି। ପେଟ୍ରୋଲର ଦାମ ₹108 ହେଇଗଲାଣି। ସାଧାରଣ ଲୋକଙ୍କୁ relief ଦରକାର। ବାକି metro-ର କାମ ଭଲ ଚାଲିଛି, Nagpur-ରେ ବହୁତ development ହେଉଛି।

Developer-first platform

OpenAI-compatible APIs. Drop-in SDKs for Python and Node.js. Go from zero to first transcription in under 5 minutes.

REST & WebSocket APIs

Standard REST for batch, WebSocket for real-time streaming with sub-250ms first byte.

SDKs & libraries

Official Python and Node.js SDKs with TypeScript support. pip install sarvam-ai.

Complete documentation

Interactive API reference, code samples, and integration guides for every endpoint.

Free tier included

Start building immediately. No credit card, no sales call, no minimum commitment. 

from sarvamai import SarvamAI

client = SarvamAI(api_subscription_key="YOUR_SARVAM_API_KEY")

# Transcribe audio
response = client.speech_to_text.transcribe(
    file_path="call_recording.wav",
    language_code="hi-IN",
    model="saaras:v3",
    with_diarization=True
)

print(response.transcript)
for turn in response.turns:
    print(f"[{turn.speaker}] {turn.text}")

Enterprise-ready. Responsible AI.

Built with safety, compliance, and data sovereignty at the core.

SOC 2 Type II & ISO 27001

Enterprise-grade security certifications. Annual audits, documented controls, continuous monitoring.

No training on your data

Your API inputs are never used for model training. Zero data retention after processing unless explicitly requested.

Data sovereignty

All data processed and stored in India. No cross-border transfers. Full compliance with Indian data regulations.

Audio data privacy

Audio data is processed in real-time and never stored unless explicitly requested. Complete privacy by default.

Content safety filters

Automated detection and filtering of harmful, abusive, or misleading content in transcriptions.

Audit-ready logging

Comprehensive API usage logs, access controls, and RBAC for enterprise governance and compliance reporting.

Simple, transparent pricing

Start free. Scale as you grow. No hidden costs.

Base plan

₹1.25 per minute

Free trial included

No credit card required. Get API keys instantly.

Volume discounts available
Enterprise pricing available
Speaker diarization included
Usage analytics
All 22 languages
Best for startups

Your questions, answered
Saaras v3 achieves industry-leading word error rates for Odia, trained on diverse speech data covering regional accents and conversational patterns.
Yes. Saaras v3 handles natural Odia-English code-switching seamlessly without accent shifts or dropped words.
Yes. Our WebSocket streaming API delivers sub-250ms latency for Odia, ideal for real-time voice agents and conversational AI.
10+ formats including MP3, WAV, AAC, OGG, Opus, FLAC, M4A, AMR, WMA, and WebM. Streaming API supports WAV and raw PCM at 16kHz.

Transcribe in 22 Indian languages Powered by Saaras v3