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Conference Paper Isolated Korean Sign Gloss Recognition: The Phonological Base
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Authors
Hyun Lee, Han-kyu Lee, Chung Hyun Ahn, Wonjae Lee
Issue Date
2023-06
Citation
International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) 2023, pp.1-5
Publisher
IEEE
Language
English
Type
Conference Paper
DOI
https://dx.doi.org/10.1109/ICASSPW59220.2023.10193079
Abstract
In this study, we propose a chereme-based Sign Gloss Recognition (SGR) system based on the phonology of Korean Sign Language Grammar officially published by the National Institute of Korean Language. In order to evaluate the feasibility of the concept, we implement a protype test bed consisting of two different chereme recognition blocks and a keyframe detection block. Experiments using test bed demonstrate the capability of chereme-based SGR. In addition, we present the advantages of cherem-based SGR over gloss-based SGR, as well as research challenges derived from experimental results and analysis.
KSP Keywords
Korean language, Korean sign language, Language grammar, Research challenges, Test-bed, gloss-based