Tool

Speech to Text API for Indian Languages

Sarvam AI · sarvam.ai

Shows the same spoken Hinglish written three ways (native script, English translation, English letters), and covers 22 languages with code-mixing.

Open on sarvam.ai ↗

It answers 2 questions

  1. How do I get better answers when I type in Hinglish or in English letters?
  2. I want to build an app for Indian-language users. What do speech and language APIs cost?

Read with it

  1. Sarvam's own account of its two open models, how it tests 22 languages in native and English-letter script, and why its... sarvam.ai Article Open-sourcing Sarvam 30B & 105B models Sarvam AI
  2. A study of real health messages in five Indian languages and Nepali, finding models handle romanized text up to 24 points worse... arxiv.org Article Script Gap: Evaluating LLM Triage on Indian Languages in Native vs Romanized Scripts in a Real World Setting arXiv (research paper)
  3. A 2026 benchmark showing models follow instructions less well as messages mix more English into Indian languages written in... arxiv.org Article Indi-RomCoM: Code-Mixed Benchmark for Evaluating LLMs on Romanized Indic-English Instructions arXiv (research paper)
  4. Anthropic's scores for Claude in Hindi, Bengali and other languages against English, with three tips: name the languages, use... platform.claude.com Guide Multilingual support Anthropic
  5. OpenAI's test of 2,278 questions on Indian culture in 12 languages including Hinglish, written by 261 Indian experts, and why... openai.com Article Introducing IndQA OpenAI
  6. The Indus app listing: chat in Hindi, English, Tamil or a mix, tap the mic to speak, and hosting in India. play.google.com Tool Indus by Sarvam Sarvam AI (Google Play)
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