Sarvam

saaras:v3

sarvam/saaras:v3
Context

N/A

Input

audio

Output

text

Tool calling

Not listed

About this model

Saaras v3 is a state-of-the-art speech recognition and translation model. It natively supports streaming for real-time applications and features specialized modes for transcription, direct-to-English translation, and transliteration. It is specifically tuned for noisy environments and complex code-mixed (e.g., Hindi-English) speech.

Input modalities

audio

Accepted as model input

Providers

Available routing options for this model through OneInfer.

Available

Speech transcription

$0.350 / hour

Routing

OneInfer optimized

Pricing

Current OneInfer pricing for this model.

UsagePrice
Speech transcriptionSTT$0.350 / hour

Performance

Published evaluation results associated with this model.

Accuracy

IndicVoices WER (%)19.3
Telephony WER (%)21.5

Latency

Time to First Token (ms)150
Real-time Factor0.12

API example

curl -X POST https://api.oneinfer.ai/v1/ula/generate-audio \
  -H "Authorization: Bearer YOUR_JWT_TOKEN" \
  -F "provider=sarvam" \
  -F "model=sarvam/saaras:v3" \
  -F "file=@audio.mp3"