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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 ; 2020 ; https://computel-workshop.org/ (2020)
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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-03030529/file/Elpis_ComputEL4.pdf https://halshs.archives-ouvertes.fr/halshs-03030529 https://halshs.archives-ouvertes.fr/halshs-03030529/document
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