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Communication dans un congrès

AlloVera: a multilingual allophone database

Abstract : 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.
Keywords : Allophones Phoneme
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https://halshs.archives-ouvertes.fr/halshs-02527046
Contributeur : Alexis Michaud <>
Soumis le : mardi 31 mars 2020 - 22:12:16
Dernière modification le : mardi 23 juin 2020 - 08:47:57

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Distributed under a Creative Commons Paternité - Pas d'utilisation commerciale - Partage selon les Conditions Initiales 4.0 International License

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  • HAL Id : halshs-02527046, version 1

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David Mortensen, Xinjian Li, Patrick Littell, Alexis Michaud, Shruti Rijhwani, et al.. AlloVera: a multilingual allophone database. LREC 2020: 12th Language Resources and Evaluation Conference, European Language Resources Association, May 2020, Marseille, France. ⟨halshs-02527046⟩

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