Phonemic transcription of low-resource languages: To what extent can preprocessing be automated? - HAL Accéder directement au contenu
Communication dans un congrès Année : 2020

Phonemic transcription of low-resource languages: To what extent can preprocessing be automated?

Résumé

Automatic Speech Recognition for low-resource languages has been an active field of research for more than a decade. It holds promise for facilitating the urgent task of documenting the world's dwindling linguistic diversity. Various methodological hurdles are encountered in the course of this exciting development, however. A well-identified difficulty is that data preprocessing is not at all trivial. The tests reported here (on Yongning Na and other languages from the Pangloss Collection, an open archive of endangered languages) explore some possibilities for automating the process of data preprocessing: assessing to what extent it is possible to bypass the involvement of language experts for menial tasks of data preparation for Natural Language Processing (NLP) purposes. What is at stake is the accessibility of language archive data for a range of NLP tasks and beyond.
Fichier principal
Vignette du fichier
PersephonePangloss_SLTU_published.pdf ( 1.22 Mo ) Télécharger
Origine : Accord explicite pour ce dépôt
Loading...

Dates et versions

hal-02513914, version 1 (26-03-2020)
hal-02513914, version 2 (18-04-2020)
hal-02513914, version 3 (27-05-2020)

Licence

Paternité - Pas d'utilisation commerciale - CC BY 4.0

Identifiants

  • HAL Id : hal-02513914 , version 3

Citer

Guillaume Wisniewski, Alexis Michaud, Séverine Guillaume. Phonemic transcription of low-resource languages: To what extent can preprocessing be automated?. 1st Joint SLTU (Spoken Language Technologies for Under-resourced languages) and CCURL (Collaboration and Computing for Under-Resourced Languages) Workshop, 2020, Marseille, France. pp.306-315. ⟨hal-02513914v3⟩
648 Consultations
316 Téléchargements
Dernière date de mise à jour le 21/04/2024
comment ces indicateurs sont-ils produits

Partager

Gmail Facebook Twitter LinkedIn Plus