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Evidence record 567 · automatically gathered

SamaVaani: Auditing and Debiasing Multilingual Clinical ASR for Indian Languages

Automatic Speech Recognition (ASR) is increasingly used to document clinical encounters, yet its reliability in multilingual and demographically diverse Indian healthcare context remains largely unknown. In this study, we first conduct the systematic audit of ASR performance on real-world psychiatric interview data spanning Kannada, Hindi and Indian English, comparing eight state-of-the-art models including IndicWhisper, WhisperLargeV3, Sarvam, GoogleS2T, Gemma3n, OmniLingual, Vaani, and Gemini.

Record details

Published: 25 June 2026
Source: arXiv
Category: Research
Topics: Healthcare · Transparency
Retrieved: 14 July 2026

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How to cite this record

ethics.ai (25 June 2026), “SamaVaani: Auditing and Debiasing Multilingual Clinical ASR for Indian Languages,” evidence record 567, https://ethics.ai/record/567 (originally published by arXiv).

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