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Hits 1 – 20 of 28
1
Segmentation en mots faiblement supervisée pour la documentation automatique des langues
OKABE, Shu
;
Yvon, François
;
Besacier, Laurent
In: https://hal.archives-ouvertes.fr/hal-03477475 ; 2021 (2021)
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2
Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? ...
Kim, Zae Myung
;
Besacier, Laurent
;
Nikoulina, Vassilina
. - : arXiv, 2021
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3
Lightweight Adapter Tuning for Multilingual Speech Translation ...
Le, Hang
;
Pino, Juan
;
Wang, Changhan
. - : arXiv, 2021
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4
Multilingual Unsupervised Neural Machine Translation with Denoising Adapters ...
Üstün, Ahmet
;
Bérard, Alexandre
;
Besacier, Laurent
. - : arXiv, 2021
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5
Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings ...
Boito, Marcely Zanon
;
Yusuf, Bolaji
;
Ondel, Lucas
. - : arXiv, 2021
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6
User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis
Adams, Oliver
;
Galliot, Benjamin
;
Wisniewski, Guillaume
...
In: ComputEL-4: Fourth Workshop on the Use of Computational Methods in the Study of Endangered Languages ; https://halshs.archives-ouvertes.fr/halshs-03030529 ; 2020 ; https://computel-workshop.org/ (2020)
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7
A Data Efficient End-To-End Spoken Language Understanding Architecture ...
Dinarelli, Marco
;
Kapoor, Nikita
;
Jabaian, Bassam
. - : arXiv, 2020
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8
Catplayinginthesnow: Impact of Prior Segmentation on a Model of Visually Grounded Speech ...
Havard, William N.
;
Chevrot, Jean-Pierre
;
Besacier, Laurent
. - : arXiv, 2020
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9
Investigating Language Impact in Bilingual Approaches for Computational Language Documentation ...
Boito, Marcely Zanon
;
Villavicencio, Aline
;
Besacier, Laurent
. - : arXiv, 2020
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10
Controlling Utterance Length in NMT-based Word Segmentation with Attention ...
Godard, Pierre
;
Besacier, Laurent
;
Yvon, Francois
. - : arXiv, 2019
Abstract:
One of the basic tasks of computational language documentation (CLD) is to identify word boundaries in an unsegmented phonemic stream. While several unsupervised monolingual word segmentation algorithms exist in the literature, they are challenged in real-world CLD settings by the small amount of available data. A possible remedy is to take advantage of glosses or translation in a foreign, well-resourced, language, which often exist for such data. In this paper, we explore and compare ways to exploit neural machine translation models to perform unsupervised boundary detection with bilingual information, notably introducing a new loss function for jointly learning alignment and segmentation. We experiment with an actual under-resourced language, Mboshi, and show that these techniques can effectively control the output segmentation length. ... : Accepted to IWSLT 2019 (Hong-Kong) ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://dx.doi.org/10.48550/arxiv.1910.08418
https://arxiv.org/abs/1910.08418
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11
MaSS - Multilingual corpus of Sentence-aligned Spoken utterances ...
Boito, Marcely Zanon
;
Havard, William N.
;
Mahault Garnerin
. - : Zenodo, 2019
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12
MaSS - Multilingual corpus of Sentence-aligned Spoken utterances ...
Boito, Marcely Zanon
;
Havard, William N.
;
Mahault Garnerin
. - : Zenodo, 2019
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13
How Does Language Influence Documentation Workflow? Unsupervised Word Discovery Using Translations in Multiple Languages ...
Boito, Marcely Zanon
;
Villavicencio, Aline
;
Besacier, Laurent
. - : arXiv, 2019
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14
Word Recognition, Competition, and Activation in a Model of Visually Grounded Speech ...
Havard, William N.
;
Chevrot, Jean-Pierre
;
Besacier, Laurent
. - : arXiv, 2019
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15
Models of Visually Grounded Speech Signal Pay Attention To Nouns: a Bilingual Experiment on English and Japanese ...
Havard, William N.
;
Chevrot, Jean-Pierre
;
Besacier, Laurent
. - : arXiv, 2019
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16
Synthetically Spoken STAIR ...
Havard, William N.
;
Chevrot, Jean-Pierre
;
Besacier, Laurent
. - : Zenodo, 2018
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17
Synthetically Spoken STAIR ...
Havard, William N.
;
Chevrot, Jean-Pierre
;
Besacier, Laurent
. - : Zenodo, 2018
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18
Linguistic unit discovery from multi-modal inputs in unwritten languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop ...
Scharenborg, Odette
;
Besacier, Laurent
;
Black, Alan
. - : arXiv, 2018
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19
Unsupervised Word Segmentation from Speech with Attention ...
Godard, Pierre
;
Zanon-Boito, Marcely
;
Ondel, Lucas
. - : arXiv, 2018
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20
SPEECH-COCO ...
Havard, William N.
;
Besacier, Laurent
. - : Zenodo, 2017
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