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Hits 1 – 9 of 9
1
User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis
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
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)
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.
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
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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2
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)
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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 ; 2020 ; https://computel-workshop.org/ (2020)
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4
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)
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5
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)
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6
Integrating Automatic Transcription into the Language Documentation Workflow: Experiments with Na Data and the Persephone Toolkit
Michaud, Alexis
;
Adams, Oliver
;
Cohn, Trevor Anthony
. - : University of Hawaii Press, 2018
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7
Integrating Automatic Transcription into the Language Documentation Workflow: Experiments with Na Data and the Persephone Toolkit
Michaud, Alexis
;
Adams, Oliver
;
Cohn, Trevor Anthony
. - : University of Hawaii Press, 2018
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8
Phonemic transcription of low-resource tonal languages
Adams, Oliver
;
Cohn, Trevor
;
Neubig, Graham
...
In: ISSN: 1834-7037 ; Australasian Language Technology Association Workshop 2017 ; https://halshs.archives-ouvertes.fr/halshs-01656683 ; Australasian Language Technology Association Workshop 2017, Dec 2017, Brisbane, Australia. pp.53-60 (2017)
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9
Phonemic transcription of low-resource tonal languages
Adams, Oliver
;
Cohn, Trevor
;
Neubig, Graham
...
In: ISSN: 1834-7037 ; Australasian Language Technology Association Workshop 2017 ; https://halshs.archives-ouvertes.fr/halshs-01656683 ; Australasian Language Technology Association Workshop 2017, Dec 2017, Brisbane, Australia. pp.53-60 (2017)
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