Search Results for author: Akshay Batheja

Found 4 papers, 0 papers with code

"A Little is Enough": Few-Shot Quality Estimation based Corpus Filtering improves Machine Translation

no code implementations6 Jun 2023 Akshay Batheja, Pushpak Bhattacharyya

To the best of our knowledge, this is a novel adaptation of the QE framework to extract quality parallel corpus from the pseudo-parallel corpus.

Machine Translation Sentence +2

VAKTA-SETU: A Speech-to-Speech Machine Translation Service in Select Indic Languages

no code implementations21 May 2023 Shivam Mhaskar, Vineet Bhat, Akshay Batheja, Sourabh Deoghare, Paramveer Choudhary, Pushpak Bhattacharyya

In this work, we present our deployment-ready Speech-to-Speech Machine Translation (SSMT) system for English-Hindi, English-Marathi, and Hindi-Marathi language pairs.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

Improving Machine Translation with Phrase Pair Injection and Corpus Filtering

no code implementations19 Jan 2023 Akshay Batheja, Pushpak Bhattacharyya

In this paper, we show that the combination of Phrase Pair Injection and Corpus Filtering boosts the performance of Neural Machine Translation (NMT) systems.

Machine Translation NMT +1

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