Surafel M. Lakew | DeepAI

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∙ 02/25/2023

Jointly Optimizing Translations and Speech Timing to Improve Isochrony in Automatic Dubbing

Automatic dubbing (AD) is the task of translating the original speech in...

0 Alexandra Chronopoulou, et al. ∙

∙ 12/16/2021

Isometric MT: Neural Machine Translation for Automatic Dubbing

Automatic dubbing (AD) is among the use cases where translations should ...

0 Surafel M. Lakew, et al. ∙

∙ 12/16/2021

Prosody-Aware Neural Machine Translation for Dubbing

We introduce the task of prosody-aware machine translation which aims at...

0 Derek Tam, et al. ∙

∙ 10/08/2021

Machine Translation Verbosity Control for Automatic Dubbing

Automatic dubbing aims at seamlessly replacing the speech in a video doc...

0 Surafel M. Lakew, et al. ∙

∙ 03/10/2021

Self-Learning for Zero Shot Neural Machine Translation

Neural Machine Translation (NMT) approaches employing monolingual data a...

19 Surafel M. Lakew, et al. ∙

∙ 03/31/2020

Low Resource Neural Machine Translation: A Benchmark for Five African Languages

Recent advents in Neural Machine Translation (NMT) have shown improvemen...

0 Surafel M. Lakew, et al. ∙

∙ 10/30/2019

Adapting Multilingual Neural Machine Translation to Unseen Languages

Multilingual Neural Machine Translation (MNMT) for low-resource language...

0 Surafel M. Lakew, et al. ∙

∙ 09/16/2019

Multilingual Neural Machine Translation for Zero-Resource Languages

In recent years, Neural Machine Translation (NMT) has been shown to be m...

0 Surafel M. Lakew, et al. ∙

∙ 11/04/2018

Improving Zero-Shot Translation of Low-Resource Languages

Recent work on multilingual neural machine translation reported competit...

0 Surafel M. Lakew, et al. ∙

∙ 11/03/2018

Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary

We propose a method to transfer knowledge across neural machine translat...

0 Surafel M. Lakew, et al. ∙

∙ 11/02/2018

Neural Machine Translation into Language Varieties

Both research and commercial machine translation have so far neglected t...

0 Surafel M. Lakew, et al. ∙

∙ 06/18/2018

A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation

Recently, neural machine translation (NMT) has been extended to multilin...

0 Surafel M. Lakew, et al. ∙

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