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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 3 Hits 1 – 20 of 42 1 Fine-tuning pre-trained models for Automatic Speech Recognition: experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) Guillaume, Séverine; Wisniewski, Guillaume; Macaire, Cécile; Jacques, Guillaume; Michaud, Alexis; Galliot, Benjamin; Coavoux, Maximin; Rossato, Solange; Nguyễn, Minh-Châu; Fily, Maxime In: https://halshs.archives-ouvertes.fr/halshs-03647315 ; 2022 (2022) Abstract: Accepted for publication in Proceedings of ComputEL-5: Fifth Workshop on the Use of Computational Methods in the Study of Endangered Languages ; This is a report on results obtained in the development of speech recognition tools intended to support linguistic documentation efforts. The test case is an extensive fieldwork corpus of Japhug, an endangered language of the Trans-Himalayan (Sino-Tibetan) family. The goal is to reduce the transcription workload of field linguists. The method used is a deep learning approach based on the language-specific tuning of a generic pre-trained representation model, XLS-R, using a Transformer architecture. We note difficulties in implementation, in terms of learning stability. But this approach brings significant improvements nonetheless. The quality of phonemic transcription is improved over earlier experiments; and most significantly, the new approach allows for reaching the stage of automatic word recognition. Subjective evaluation of the tool by the author of the training data confirms the usefulness of this approach. Keyword: [SHS.LANGUE]Humanities and Social Sciences/Linguistics; Automatic Speech Recognition URL: https://halshs.archives-ouvertes.fr/halshs-03647315/file/ComputEL_5_Japhug_ASR.pdf https://halshs.archives-ouvertes.fr/halshs-03647315/document https://halshs.archives-ouvertes.fr/halshs-03647315 BASE Hide details 2 Fine-tuning pre-trained models for Automatic Speech Recognition: experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) Guillaume, Séverine; Wisniewski, Guillaume; Macaire, Cécile... In: https://halshs.archives-ouvertes.fr/halshs-03647315 ; 2022 (2022) BASE Show details 3 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 ; ComputEL-4: Fourth Workshop on the Use of Computational Methods in the Study of Endangered Languages, Mar 2021, Hawai‘i, United States (2021) BASE Show details 4 Yongning Na for Natural Language Processing: a single-speaker audio corpus with transcriptions ... Michaud, Alexis; Galliot, Benjamin; Guillaume, Séverine. - : Zenodo, 2021 BASE Show details 5 Yongning Na for Natural Language Processing: a single-speaker audio corpus with transcriptions ... Michaud, Alexis; Galliot, Benjamin; Guillaume, Séverine. - : Zenodo, 2021 BASE Show details 6 Japhug for Natural Language Processing: a single-speaker audio corpus with transcriptions ... Jacques, Guillaume; Galliot, Benjamin; Guillaume, Séverine. - : Zenodo, 2021 BASE Show details 7 Japhug for Natural Language Processing: a single-speaker audio corpus with transcriptions ... Jacques, Guillaume; Galliot, Benjamin; Guillaume, Séverine. - : Zenodo, 2021 BASE Show details 8 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 ; ComputEL-4: Fourth Workshop on the Use of Computational Methods in the Study of Endangered Languages, Mar 2021, Hawai‘i, United States (2021) BASE Show details 9 La transcription du linguiste au miroir de l’intelligence artificielle : réflexions à partir de la transcription phonémique automatique Michaud, Alexis; Adams, Oliver; Cox, Christopher... In: ISSN: 0037-9069 ; EISSN: 1783-1385 ; Bulletin de la Société de Linguistique de Paris ; https://halshs.archives-ouvertes.fr/halshs-02881731 ; Bulletin de la Société de Linguistique de Paris, Peeters Publishers, 2020, 116 (1) (2020) BASE Show details 10 Ouvrir aux linguistes « de terrain » un accès à la transcription automatique Wisniewski, Guillaume; Michaud, Alexis; Galliot, Benjamin... In: Actes des 2èmes journées scientifiques du Groupement de Recherche Linguistique Informatique Formelle et de Terrain (LIFT). ; 2èmes journées scientifiques du Groupement de Recherche Linguistique Informatique Formelle et de Terrain (LIFT) ; https://hal.archives-ouvertes.fr/hal-03047148 ; 2èmes journées scientifiques du Groupement de Recherche Linguistique Informatique Formelle et de Terrain (LIFT), 2020, Montrouge, France. pp.83-94 (2020) BASE Show details 11 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 12 Phonemic transcription of low-resource languages: To what extent can preprocessing be automated? Wisniewski, Guillaume; Michaud, Alexis; Guillaume, Séverine In: 1st Joint SLTU (Spoken Language Technologies for Under-resourced languages) and CCURL (Collaboration and Computing for Under-Resourced Languages) Workshop ; https://halshs.archives-ouvertes.fr/hal-02513914 ; 1st Joint SLTU (Spoken Language Technologies for Under-resourced languages) and CCURL (Collaboration and Computing for Under-Resourced Languages) Workshop, 2020, Marseille, France. pp.306-315 ; https://lrec2020.lrec-conf.org/media/proceedings/Workshops/Books/SLTUCCURLbook.pdf (2020) BASE Show details 13 Ouvrir aux linguistes « de terrain » un accès à la transcription automatique Wisniewski, Guillaume; Michaud, Alexis; Galliot, Benjamin... In: Actes des 2èmes journées scientifiques du Groupement de Recherche Linguistique Informatique Formelle et de Terrain (LIFT). ; 2èmes journées scientifiques du Groupement de Recherche Linguistique Informatique Formelle et de Terrain (LIFT) ; https://hal.archives-ouvertes.fr/hal-03047148 ; 2èmes journées scientifiques du Groupement de Recherche Linguistique Informatique Formelle et de Terrain (LIFT), 2020, Montrouge, France. pp.83-94 (2020) BASE Show details 14 Phonemic transcription of low-resource languages: To what extent can preprocessing be automated? Wisniewski, Guillaume; Michaud, Alexis; Guillaume, Séverine In: 1st Joint SLTU (Spoken Language Technologies for Under-resourced languages) and CCURL (Collaboration and Computing for Under-Resourced Languages) Workshop ; https://halshs.archives-ouvertes.fr/hal-02513914 ; 1st Joint SLTU (Spoken Language Technologies for Under-resourced languages) and CCURL (Collaboration and Computing for Under-Resourced Languages) Workshop, 2020, Marseille, France. pp.306-315 ; https://lrec2020.lrec-conf.org/media/proceedings/Workshops/Books/SLTUCCURLbook.pdf (2020) BASE Show details 15 La transcription du linguiste au miroir de l’intelligence artificielle : réflexions à partir de la transcription phonémique automatique Michaud, Alexis; Adams, Oliver; Cox, Christopher... In: ISSN: 0037-9069 ; EISSN: 1783-1385 ; Bulletin de la Société de Linguistique de Paris ; https://halshs.archives-ouvertes.fr/halshs-02881731 ; Bulletin de la Société de Linguistique de Paris, Peeters Publishers, 2020, 116 (1) (2020) BASE Show details 16 Phonetic lessons from automatic phonemic transcription: preliminary reflections on Na (Sino-Tibetan) and Tsuut’ina (Dene) data Michaud, Alexis; Adams, Oliver; Cox, Christopher... In: ICPhS XIX (19th International Congress of Phonetic Sciences) ; https://halshs.archives-ouvertes.fr/halshs-02059313 ; ICPhS XIX (19th International Congress of Phonetic Sciences), Aug 2019, Melbourne, Australia ; https://icphs2019.org/icphs2019-fullpapers/ (2019) BASE Show details 17 La Collection Pangloss : s’ouvrir à la science… et au reste du monde Guillaume, Séverine; Michaud, Alexis; Do Nascimento, Balthazar In: Symposium 2019 du Laboratoire d'excellence "Fondements empiriques de la linguistique / Empirical Foundations of Linguistics" (Labex EFL) ; https://halshs.archives-ouvertes.fr/halshs-02156809 ; Symposium 2019 du Laboratoire d'excellence "Fondements empiriques de la linguistique / Empirical Foundations of Linguistics" (Labex EFL), Jun 2019, Paris, France. 2019 (2019) BASE Show details 18 Phonetic lessons from automatic phonemic transcription: preliminary reflections on Na (Sino-Tibetan) and Tsuut’ina (Dene) data Michaud, Alexis; Adams, Oliver; Cox, Christopher... In: ICPhS XIX (19th International Congress of Phonetic Sciences) ; https://halshs.archives-ouvertes.fr/halshs-02059313 ; ICPhS XIX (19th International Congress of Phonetic Sciences), Aug 2019, Melbourne, Australia ; https://icphs2019.org/icphs2019-fullpapers/ (2019) BASE Show details 19 La Collection Pangloss : s’ouvrir à la science… et au reste du monde Guillaume, Séverine; Michaud, Alexis; Do Nascimento, Balthazar In: Symposium 2019 du Laboratoire d'excellence "Fondements empiriques de la linguistique / Empirical Foundations of Linguistics" (Labex EFL) ; https://halshs.archives-ouvertes.fr/halshs-02156809 ; Symposium 2019 du Laboratoire d'excellence "Fondements empiriques de la linguistique / Empirical Foundations of Linguistics" (Labex EFL), Jun 2019, Paris, France. 2019 (2019) BASE Show details 20 Integrating automatic transcription into the language documentation workflow: Experiments with Na data and the Persephone toolkit Michaud, Alexis; Adams, Oliver; Cohn, Trevor... In: ISSN: 1934-5275 ; EISSN: 1934-5275 ; Language Documentation & Conservation ; https://halshs.archives-ouvertes.fr/halshs-01841979 ; Language Documentation & Conservation, University of Hawaiʻi Press 2018, 12, pp.393-429 ; hdl.handle.net/10125/24793 (2018) BASE Show details Page: 1 2 3

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