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Indigenous Language Revitalization: Success, Sustainability, and the Future of Human Culture
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In: Capstone Showcase (2022)
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Accessibility, Discoverability, and Functionality: An Audit of and Recommendations for Digital Language Archives
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In: Journal of Open Humanities Data; Vol 8 (2022); 10 ; 2059-481X (2022)
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User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis
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Adams, Oliver; Galliot, Benjamin; Wisniewski, Guillaume; Lambourne, Nicholas; Foley, Ben; Sanders-Dwyer, Rahasya; Wiles, Janet; Michaud, Alexis; Guillaume, Séverine; Besacier, Laurent; Cox, Christopher; Aplonova, Katya; Jacques, Guillaume; Hill, Nathan
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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)
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Abstract:
International audience ; This paper reports on progress integrating the speech recognition toolkit ESPnet into Elpis, a web front-end originally designed to provide access to the Kaldi automatic speech recognition toolkit. The goal of this work is to make end-to-end speech recognition models available to language workers via a user-friendly graphical interface. Encouraging results are reported on (i) development of an ESPnet recipe for use in Elpis, with preliminary results on data sets previously used for training acoustic models with the Persephone toolkit along with a new data set that had not previously been used in speech recognition, and (ii) incorporating ESPnet into Elpis along with UI enhancements and a CUDA-supported Dockerfile.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing; ACM: D.: Software; automatic speech recognition; automatic transcription; Computational Language Documentation; endangered languages; language documentation; MESH: documentation linguistique; MESH: langues en danger; MESH: reconnaissance automatique de la parole; MESH: Traitement Automatique des Langues Naturelles; MESH: transcription automatique
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URL: https://halshs.archives-ouvertes.fr/halshs-03030529v2/file/Elpis_ComputEL4.pdf
https://halshs.archives-ouvertes.fr/halshs-03030529v2/document
https://halshs.archives-ouvertes.fr/halshs-03030529
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Yongning Na for Natural Language Processing: a single-speaker audio corpus with transcriptions ...
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Yongning Na for Natural Language Processing: a single-speaker audio corpus with transcriptions ...
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| 8 |
Between Loss and Salvage: Kabyles and Syrian Christians Negotiate Heritage, Linguistic Authenticity and Identity in Europe
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In: Languages ; Volume 6 ; Issue 4 (2021)
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| 9 |
User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis
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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)
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Playing with Language: Three Language Games in the Gulf of Guinea
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Playing with Language: Three Language Games in the Gulf of Guinea
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| 13 |
Il progetto VVV: lessicografia, informatica e social network al servizio della promozione linguistica
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In: Italianistica Debreceniensis ; https://hal.archives-ouvertes.fr/hal-03231327 ; Italianistica Debreceniensis, 2020, 26, pp.136-149. ⟨10.34102/itde/2020/9386⟩ (2020)
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Les parlers romans dans l'atlas sonore des langues et dialectes de Belgique
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In: ISSN: 0220-665X ; Bien dire et bien aprandre - Revue de médiévistique ; https://hal.archives-ouvertes.fr/hal-03047333 ; Bien dire et bien aprandre - Revue de médiévistique, Centre d'études médiévales et dialectales, 2020, Les atlas linguistiques galloromans à l'heure du numérique : projets et enjeux, pp.85-108 ; https://www.septentrion.com/fr/livre/?GCOI=27574100945550 (2020)
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User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis
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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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| 18 |
Linguistic Marginalization - Understanding the Process and Effects on Developmental Capabilities ... : Språkligt utanförskap - identitetens betydelse i ett utvecklingsperspektiv ...
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Sociolinguistic Documentation of Language Shift and Maintenance in Iyasa
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Supplementary material to Determinants of phonetic word duration in ten language documentation corpora: Word frequency, complexity, position, and part of speech
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