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A First Summarization System of a Video in a Target Language

Kamel Smaïli 1 Dominique Fohr 2 Carlos González-Gallardo 3 Michal Grega 4 Lucjan Janowski 4 Denis Jouvet 2 Artur Komorowski 4 Arian Kozbial 4 David Langlois 1 Mikolaj Leszczuk 4 Odile Mella 2 Mohamed Amine Menacer 1 Amaia Mendez 5 Elvys Linhares Pontes 3 Eric Sanjuan 3 Damian Swist 4 Juan-Manuel Torres-Moreno 3, 6 Begona Garcia-Zapirain 5
1 SMarT - Statistical Machine Translation and Speech Modelization and Text
LORIA - NLPKD - Department of Natural Language Processing & Knowledge Discovery
2 MULTISPEECH - Speech Modeling for Facilitating Oral-Based Communication
Inria Nancy - Grand Est, LORIA - NLPKD - Department of Natural Language Processing & Knowledge Discovery
3 LIA - Laboratoire Informatique d'Avignon
4 AGH UST - AGH University of Science and Technology [Krakow, PL]
5 DEUSTO - University of Deusto
6 EPM - École Polytechnique de Montréal
Abstract : In this paper, we present the first results of the project AMIS (Access Multilingual Information opinionS) funded by Chist-Era. The main goal of this project is to understand the content of a video in a foreign language. In this work, we consider the understanding process, such as the aptitude to capture the most important ideas contained in a media expressed in a foreign language. In other words, the understanding will be approached by the global meaning of the content of a support and not by the meaning of each fragment of a video. Several stumbling points remain before reaching the fixed goal. They concern the following aspects: Video summarization, Speech recognition, Machine translation and Speech segmentation. All these issues will be discussed and the methods used to develop each of these components will be presented. A first implementation is achieved and each component of this system is evaluated on a representative test data. We propose also a protocol for a global subjective evaluation of AMIS.
Keywords : Machine Translation Speech Recognition Compression Text Boundary Segmentation · Text summarization Video Summarization
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Submitted on : Wednesday, June 20, 2018 - 7:53:31 PM
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  • HAL Id : hal-01819720, version 1

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CNRS | UNIV-LORRAINE | LORIA | LORIA-NLPKD | INRIA | LIA | UNIV-AVIGNON

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Kamel Smaïli, Dominique Fohr, Carlos González-Gallardo, Michal Grega, Lucjan Janowski, et al.. A First Summarization System of a Video in a Target Language. MISSI 2018 - 11th edition of the International Conference on Multimedia and Network Information Systems, Sep 2018, Wrocław, Poland. pp.1-12. ⟨hal-01819720⟩

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