Search Results for author: Udhyakumar Nallasamy

Found 4 papers, 2 papers with code

Consistent Transcription and Translation of Speech

1 code implementation24 Jul 2020 Matthias Sperber, Hendra Setiawan, Christian Gollan, Udhyakumar Nallasamy, Matthias Paulik

To address various shortcomings of this paradigm, recent work explores end-to-end trainable direct models that translate without transcribing.

speech-recognition Speech Recognition +1

Empirical Evaluation of Active Learning Techniques for Neural MT

no code implementations WS 2019 Xiangkai Zeng, Sarthak Garg, Rajen Chatterjee, Udhyakumar Nallasamy, Matthias Paulik

Finally, we propose a neural extension for an AL sampling method used in the context of phrase-based MT - Round Trip Translation Likelihood (RTTL).

Active Learning Machine Translation +3

Jointly Learning to Align and Translate with Transformer Models

1 code implementation IJCNLP 2019 Sarthak Garg, Stephan Peitz, Udhyakumar Nallasamy, Matthias Paulik

The state of the art in machine translation (MT) is governed by neural approaches, which typically provide superior translation accuracy over statistical approaches.

Machine Translation Translation +1

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