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P. Bhat

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Preprint Aug 2026

SraVaani 1.0: Scaling Inclusive Speech Recognition for Indic Languages

SraVaani-1.0 achieves the lowest word error rate (WER) on a large number of language-dataset pairs while remaining competitive with the best-performing systems on high resource while being assessed exclusively on the VAANI benchmark.

Sujith Pulikodan, A. Basu, J. PavanKumar et al. · 1 citation · ⚡1
Open access Aug 2026

A Data-Efficient Multilingual Neural Machine Translation Model for Low-Resource Indic Languages

The effectiveness of multilingual transfer learning in low-resource settings is demonstrated by the fine-tuned Multilingual Bidirectional and Auto-Regressive Transformer-50 model, significantly outperforming the pretrained baseline.

G. Harshitha, Vasudeva, Nisha P. Poojary et al. · 0 citations

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