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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 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) BASE Show details 2 Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? ... Kim, Zae Myung; Besacier, Laurent; Nikoulina, Vassilina. - : arXiv, 2021 BASE Show details 3 Lightweight Adapter Tuning for Multilingual Speech Translation ... Le, Hang; Pino, Juan; Wang, Changhan. - : arXiv, 2021 BASE Show details 4 Multilingual Unsupervised Neural Machine Translation with Denoising Adapters ... Üstün, Ahmet; Bérard, Alexandre; Besacier, Laurent. - : arXiv, 2021 BASE Show details 5 Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings ... Boito, Marcely Zanon; Yusuf, Bolaji; Ondel, Lucas. - : arXiv, 2021 BASE Show details 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) BASE Show details 7 A Data Efficient End-To-End Spoken Language Understanding Architecture ... Dinarelli, Marco; Kapoor, Nikita; Jabaian, Bassam. - : arXiv, 2020 BASE Show details 8 Catplayinginthesnow: Impact of Prior Segmentation on a Model of Visually Grounded Speech ... Havard, William N.; Chevrot, Jean-Pierre; Besacier, Laurent. - : arXiv, 2020 BASE Show details 9 Investigating Language Impact in Bilingual Approaches for Computational Language Documentation ... Boito, Marcely Zanon; Villavicencio, Aline; Besacier, Laurent. - : arXiv, 2020 BASE Show details 10 Controlling Utterance Length in NMT-based Word Segmentation with Attention ... Godard, Pierre; Besacier, Laurent; Yvon, Francois. - : arXiv, 2019 BASE Show details 11 MaSS - Multilingual corpus of Sentence-aligned Spoken utterances ... Boito, Marcely Zanon; Havard, William N.; Mahault Garnerin. - : Zenodo, 2019 BASE Show details 12 MaSS - Multilingual corpus of Sentence-aligned Spoken utterances ... Boito, Marcely Zanon; Havard, William N.; Mahault Garnerin. - : Zenodo, 2019 BASE Show details 13 How Does Language Influence Documentation Workflow? Unsupervised Word Discovery Using Translations in Multiple Languages ... Boito, Marcely Zanon; Villavicencio, Aline; Besacier, Laurent. - : arXiv, 2019 BASE Show details 14 Word Recognition, Competition, and Activation in a Model of Visually Grounded Speech ... Havard, William N.; Chevrot, Jean-Pierre; Besacier, Laurent. - : arXiv, 2019 Abstract: In this paper, we study how word-like units are represented and activated in a recurrent neural model of visually grounded speech. The model used in our experiments is trained to project an image and its spoken description in a common representation space. We show that a recurrent model trained on spoken sentences implicitly segments its input into word-like units and reliably maps them to their correct visual referents. We introduce a methodology originating from linguistics to analyse the representation learned by neural networks -- the gating paradigm -- and show that the correct representation of a word is only activated if the network has access to first phoneme of the target word, suggesting that the network does not rely on a global acoustic pattern. Furthermore, we find out that not all speech frames (MFCC vectors in our case) play an equal role in the final encoded representation of a given word, but that some frames have a crucial effect on it. Finally, we suggest that word representation could be ... : Accepted at CoNLL2019 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.1909.08491 https://arxiv.org/abs/1909.08491 BASE Hide details 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 BASE Show details 16 Synthetically Spoken STAIR ... Havard, William N.; Chevrot, Jean-Pierre; Besacier, Laurent. - : Zenodo, 2018 BASE Show details 17 Synthetically Spoken STAIR ... Havard, William N.; Chevrot, Jean-Pierre; Besacier, Laurent. - : Zenodo, 2018 BASE Show details 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 BASE Show details 19 Unsupervised Word Segmentation from Speech with Attention ... Godard, Pierre; Zanon-Boito, Marcely; Ondel, Lucas. - : arXiv, 2018 BASE Show details 20 SPEECH-COCO ... Havard, William N.; Besacier, Laurent. - : Zenodo, 2017 BASE Show details Page: 1 2

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