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Results of the Second SIGMORPHON Shared Task on Multilingual Grapheme-to-Phoneme Conversion

Ashby, Lucas F E; Bartley, Travis M; Clematide, Simon; Del Signore, Luca; Gibson, Cameron; Gorman, Kyle; Lee-Sikka, Yeonju; Makarov, Peter; Malanoski, Aidan; Miller, Sean; Ortiz, Omar; Raff, Reuben; Sengupta, Arundhati; Seo, Bora; Spektor, Yulia; Yan, Winnie (2021). Results of the Second SIGMORPHON Shared Task on Multilingual Grapheme-to-Phoneme Conversion. In: Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology, Online, 5 August 2021. Association for Computational Linguistics, 115-125.

Abstract

Grapheme-to-phoneme conversion is an important component in many speech technologies, but until recently there were no multilingual benchmarks for this task. The second iteration of the SIGMORPHON shared task on multilingual grapheme-to-phoneme conversion features many improvements from the previous year's task (Gorman et al. 2020), including additional languages, a stronger baseline, three subtasks varying the amount of available resources, extensive quality assurance procedures, and automated error analyses. Four teams submitted a total of thirteen systems, at best achieving relative reductions of word error rate of 11% in the high-resource subtask and 4% in the low-resource subtask.

Additional indexing

Item Type:Conference or Workshop Item (Paper), refereed, original work
Communities & Collections:06 Faculty of Arts > Institute of Computational Linguistics
Dewey Decimal Classification:000 Computer science, knowledge & systems
410 Linguistics
Language:English
Event End Date:5 August 2021
Deposited On:15 Feb 2022 06:44
Last Modified:04 Nov 2022 04:28
Publisher:Association for Computational Linguistics
OA Status:Hybrid
Free access at:Publisher DOI. An embargo period may apply.
Publisher DOI:https://doi.org/10.18653/v1/2021.sigmorphon-1.13
Official URL:https://aclanthology.org/2021.sigmorphon-1.13
Related URLs:https://sigmorphon.github.io/workshops/2021/ (Organisation)
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  • Language: English
  • Licence: Creative Commons: Attribution 4.0 International (CC BY 4.0)

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