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1
AlloVera: a multilingual allophone database
In: LREC 2020: 12th Language Resources and Evaluation Conference ; https://halshs.archives-ouvertes.fr/halshs-02527046 ; LREC 2020: 12th Language Resources and Evaluation Conference, European Language Resources Association, May 2020, Marseille, France ; https://lrec2020.lrec-conf.org/ (2020)
Abstract: International audience ; We introduce a new resource, AlloVera, which provides mappings from 218 allophones to phonemes for 14 languages. Phonemes are contrastive phonological units, and allophones are their various concrete realizations, which are predictable from phonological context. While phonemic representations are language specific, phonetic representations (stated in terms of (allo)phones) are much closer to a universal (language-independent) transcription. AlloVera allows the training of speech recognition models that output phonetic transcriptions in the International Phonetic Alphabet (IPA), regardless of the input language. We show that a "universal" allophone model, Allosaurus, built with AlloVera, outperforms "universal" phonemic models and language-specific models on a speech-transcription task. We explore the implications of this technology (and related technologies) for the documentation of endangered and minority languages. We further explore other applications for which AlloVera will be suitable as it grows, including phonological typology.
Keyword: [SHS.LANGUE]Humanities and Social Sciences/Linguistics; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing; Allophones; Phoneme
URL: https://halshs.archives-ouvertes.fr/halshs-02527046/file/MultilingualAllophoneResourceforNearUniversalASR.pdf
https://halshs.archives-ouvertes.fr/halshs-02527046/document
https://halshs.archives-ouvertes.fr/halshs-02527046
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2
AlloVera: A Multilingual Allophone Database ...
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3
A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization ...
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4
The Indigenous Languages Technology Project at NRC Canada: an empowerment-oriented approach to developing language software ...
Kuhn, Roland; Davis, Fineen; Désilets, Alain. - : National Research Council of Canada. Digital Technologies, 2020
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5
Universal Phone Recognition with a Multilingual Allophone System ...
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6
AlloVera: a multilingual allophone database
In: LREC 2020: 12th Language Resources and Evaluation Conference ; https://halshs.archives-ouvertes.fr/halshs-02527046 ; LREC 2020: 12th Language Resources and Evaluation Conference, European Language Resources Association, May 2020, Marseille, France ; https://lrec2020.lrec-conf.org/ (2020)
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7
Towards a General-Purpose Linguistic Annotation Backend ...
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8
Learning Language Representations for Typology Prediction ...
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9
STREAMLInED Challenges: Aligning Research Interests with Shared Tasks
In: 2nd Workshop on the Use of Computational Methods in the Study of Endangered Languages, March 6-7, 2017. Honolulu, Hawai‘i, USA (2017)
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10
Focus, predication, and polarity in Kwak'wala ...
Littell, Patrick William. - : University of British Columbia, 2016
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11
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning ...
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12
Focus, predication, and polarity in Kwak'wala
Littell, Patrick William. - : University of British Columbia, 2016
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13
Katie Sardinha's Kwak'wala Fieldwork Collection ...
Bracic, Violet; Child, Mildred; Dawson Cranmer, Ruby. - : California Language Archive, University of California, Berkeley, 2015
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14
Kwak'wala elicitation on intensifiers
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15
Kwak'wala "Agreement" as Partial Subject Copy
In: LSA Annual Meeting Extended Abstracts; Vol 3: LSA Annual Meeting Extended Abstracts 2012; 11:1-5 ; 2377-3367 (2012)
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