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Hits 1 – 6 of 6
1
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)
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2
Phonetic lessons from automatic phonemic transcription: preliminary reflections on Na (Sino-Tibetan) and Tsuut’ina (Dene) data
Michaud, Alexis
;
Adams, Oliver
;
Cox, Christopher
;
Guillaume, Séverine
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)
Abstract:
International audience ; Automatic phonemic transcription tools now reach high levels of accuracy on a single speaker with relatively small amounts of training data: on the order of 100 to 250 minutes of transcribed speech. Beyond its practical usefulness for language documentation, use of automatic transcription also yields some insights for phoneticians. The present report illustrates this by going into qualitative error analysis on two test cases, Yongning Na (Sino-Tibetan) and Tsuut’ina (Dene). Among other benefits, error analysis allows for a renewed exploration of phonetic detail: examining the output of phonemic transcription software compared with spectrographic and aural evidence. From a methodological point of view, the present report is intended as a case study in Computational Language Documentation: an interdisciplinary approach that associates fieldworkers (“diversity linguists”) and computer scientists with phoneticians/phonologists.
Keyword:
[SHS.LANGUE]Humanities and Social Sciences/Linguistics
;
Computational Language Documentation
;
error analysis
;
interdisciplinarity
;
machine learning
;
speech recognition
URL:
https://halshs.archives-ouvertes.fr/halshs-02059313v2/document
https://halshs.archives-ouvertes.fr/halshs-02059313v2/file/ICPhS2019_PhoneticLessons_Na_Tsuutina.pdf
https://halshs.archives-ouvertes.fr/halshs-02059313
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3
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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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 Anthony
. - : University of Hawaii Press, 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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