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21
MuST-Cinema: a Speech-to-Subtitles corpus ...
Abstract: Growing needs in localising audiovisual content in multiple languages through subtitles call for the development of automatic solutions for human subtitling. Neural Machine Translation (NMT) can contribute to the automatisation of subtitling, facilitating the work of human subtitlers and reducing turn-around times and related costs. NMT requires high-quality, large, task-specific training data. The existing subtitling corpora, however, are missing both alignments to the source language audio and important information about subtitle breaks. This poses a significant limitation for developing efficient automatic approaches for subtitling, since the length and form of a subtitle directly depends on the duration of the utterance. In this work, we present MuST-Cinema, a multilingual speech translation corpus built from TED subtitles. The corpus is comprised of (audio, transcription, translation) triplets. Subtitle breaks are preserved by inserting special symbols. We show that the corpus can be used to build ... : Accepted at LREC 2020 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2002.10829
https://arxiv.org/abs/2002.10829
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22
Low Resource Neural Machine Translation: A Benchmark for Five African Languages ...
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23
Findings of the IWSLT 2020 Evaluation campaign ...
Ansari, Ebrahim; Axelrod, Amittai; Bach, Nguyen. - : Association for Computational Linguistics, 2020
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24
Breeding Gender-aware Direct Speech Translation Systems ...
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25
Machine-oriented NMT Adaptation for Zero-shot NLP tasks: Comparing the Usefulness of Close and Distant Languages ...
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26
APE Shared Task WMT18: Human Post-edits and References Test Data EN-DE PBSMT
Turchi, Marco; Negri, Matteo; Chatterjee, Rajen. - : Fondazione Bruno Kessler, Trento, Italy, 2019
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27
Identification of bilingual terms from monolingual documents for statistical machine translation
Turchi, Marco; Buitelaar, Paul; Giuliano, Claudio. - : Association for Computational Linguistics, 2019
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28
Knowledge portability with semantic expansion of ontology labels
Arcan, Mihael; Turchi, Marco; Buitelaar, Paul. - : Association for Computational Linguistics, 2019
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29
Enhancing statistical machine translation with bilingual terminology in a CAT environment
Arcan, Mihael; Turchi, Marco; Tonelli, Sara. - : Association for Machine Translation in the Americas, 2019
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30
Multilingual Neural Machine Translation for Zero-Resource Languages ...
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31
One-To-Many Multilingual End-to-end Speech Translation ...
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32
Adapting Multilingual Neural Machine Translation to Unseen Languages ...
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33
Adapting Multilingual Neural Machine Translation to Unseen Languages ...
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34
Adapting Multilingual Neural Machine Translation to Unseen Languages ...
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35
MuST-C A Multilingual Speech Translation Corpus (Conference slides) ...
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36
Test Data EN-DE MT_PBSMT APE Shared Task WMT18
Turchi, Marco; Negri, Matteo; Chatterjee, Rajen. - : Fondazione Bruno Kessler, Trento, Italy, 2018
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37
Test Data EN-DE MT_NMT APE Shared Task WMT18
Chatterjee, Rajen; Negri, Matteo; Turchi, Marco. - : Fondazione Bruno Kessler, Trento, Italy, 2018
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38
WMT18 APE Shared Task: En-DE NMT Train and Dev Data
Turchi, Marco; Negri, Matteo; Chatterjee, Rajen. - : Fondazione Bruno Kessler, Trento, Italy, 2018
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39
Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary ...
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40
Improving Zero-Shot Translation of Low-Resource Languages ...
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