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Saaras v3

sarvam/saaras-v3

Sarvam's Saaras v3 speech recognition for 22 Indian languages plus English, released February 2026 with transcribe, translate, verbatim, transliterate and code-mix output modes. Sarvam reports about 19% WER on IndicVoices; Saaras v4 is now its recommended model.

API
curl "$AUDIOLAB_API_URL/v1/audio/transcriptions" \
  -H "Authorization: Bearer $AUDIOLAB_API_KEY" \
  -F 'model=sarvam/saaras-v3' \
  -F 'file=@recording.wav'
Input Price
₹0.425 / minute
Output Price
—
Input
Audio
Output
Text

Capabilities

Explore what Saaras v3 supports, then use the API section for a request tailored to this model.

BatchStreamSegment timestampsTranslationSubtitles

Languages

HindiBanglaKannadaMalayalamMarathiOdiaPunjabiTamilTeluguEnglishGujaratiAssameseUrduNepaliSanskritKonkaniKashmiriSindhiSantaliManipuriBodoMaithiliDogri

Model Information

Provider
Sarvam AI
Product
Speech-to-Text
Release Date
Feb 11, 2026
Data Policy
Configurable
Region
India
Input
Audio
Output
Text
Provider Documentation

Playground

Try Saaras v3 by Sarvam AI. Requests use the selected workspace’s credits and API pricing.

Saaras v3Credits —
Saaras v3
Attach an audio file to turn speech into text.

Providers

Compare available endpoints, pricing, and context limits for Saaras v3.

ProviderContextOutputInput PriceOutput PriceEndpoint
Sarvam AINot specifiedText₹0.425 / minute—
sarvam/saaras-v3:sarvam

Prices are catalog rates. Your workspace’s estimate and endpoint pricing determine the final charge.

Input and Output Limits

Formats and limits AudioLab enforces on each request.

LimitValue
Max bytesNot specified
Max seconds30
Formatswav

Provider Notes

Saaras v3 and Saarika v2.5 use Sarvam's native realtime API; saarika supports transcription, while Saaras also supports translate, verbatim, transliteration, and code-mixed modes. Saaras v3 Batch is a separate asynchronous product and is the only Sarvam slug here with speaker diarization. Its verified AudioLab input is WAV; MP3 is rejected before dispatch instead of failing later in Sarvam's batch job. AudioLab forces the realtime flush signal because session.finish uses manual provider drain semantics.

Performance

Status

Current catalog availability. Your workspace’s access is checked separately before a request runs.

Getting Started

Use your workspace API key and the exact model identifier below. Set the API URL to the endpoint shown in your workspace and keep credentials on your server.

API
curl "$AUDIOLAB_API_URL/v1/audio/transcriptions" \
  -H "Authorization: Bearer $AUDIOLAB_API_KEY" \
  -F 'model=sarvam/saaras-v3' \
  -F 'file=@recording.wav'
Read the Endpoint Reference

Request Parameters

Available parameters depend on the provider and request format. The endpoint reference explains accepted values and required fields.

ParameterDetails
modelsarvam/saaras-v3 — Required model identifier.
mode (transcribe, translate, verbatim, translit, or codemix; Saaras)View Accepted Values
with_timestamps / with_diarization / num_speakers (batch)View Accepted Values
input_audio_codec (batch)View Accepted Values
high_vad_sensitivity / vad_signals / flush_signal (realtime)View Accepted Values
positive_speech_threshold / negative_speech_thresholdView Accepted Values
speech frame, window, volume, interruption, padding, and ignored-frame controlsView Accepted Values

Input and Output Limits

Formats and limits AudioLab enforces on each request.

LimitValue
Max bytesNot specified
Max seconds30
Formatswav

Similar Models

Explore more speech-to-text and compare their capabilities.

ModelContextInput PriceOutput Price
Saaras v4Sarvam AINot specified₹0.425 / minute—
saaras-v4-batchSarvam AINot specified₹0.425 / minute—
Saaras v3 (Batch)Sarvam AINot specified₹0.425 / minute—
Saarika v2.5Sarvam AINot specified₹0.425 / minute—
MAI-Transcribe 2Microsoft AzureNot specified$0.0014 / minute—
Gemini 3.5 TranscribeGoogle GeminiNot specified$0.0043 / minute—
View All Speech-to-Text