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@article{ART002889882},
author={CHOI MOON SUN},
title={Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers},
journal={The Journal of Translation Studies},
issn={1229-795X},
year={2022},
volume={23},
number={4},
pages={9-35},
doi={10.15749/jts.2022.23.4.001}

TY - JOUR
AU - CHOI MOON SUN
TI - Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers
JO - The Journal of Translation Studies
PY - 2022
VL - 23
IS - 4
PB - The Korean Association for Translation Studies
SP - 9
EP - 35
SN - 1229-795X
AB - The technological advances in natural language processing is ushering in a new era of augmented interpreting where human interpreters perform their tasks more easily and better with the support of technology. Against this backdrop, the current study is aimed at developing and presenting the prototype of an AI-based computer-assisted interpreting (CAI) tool to support interpreters in processing numbers in real time by the automated recognition and extraction of number information from the source speech. The prototype system was built by using Google Speech-to-Text API and spaCy for automatic speech recognition (ASR) and named entity recognition (NER), respectively, as main components. During a pilot run, the system performed with the precision of 0.82 and recall of 0.90. The prototype system was configured so that its output was presented in three different layouts: only numbers presented in a dialogue box; sentences with number visualization; and real-time transcription followed immediately by fully visualized sentences. It was expected that presenting the full sentences with number visualization would be the optimal option for interpreters due to the avthe context and easy location of numbers in a given speech segment.
KW - computer-assisted interpreting (CAI);augmented interpreting;interpreting and technology;Google Speech-to-Text API;named entity recognition (NER)
DO - 10.15749/jts.2022.23.4.001
ER -

CHOI MOON SUN. (2022). Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers. The Journal of Translation Studies, 23(4), 9-35.

CHOI MOON SUN. 2022, "Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers", The Journal of Translation Studies, vol.23, no.4 pp.9-35. Available from: doi:10.15749/jts.2022.23.4.001

CHOI MOON SUN "Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers" The Journal of Translation Studies 23.4 pp.9-35 (2022) : 9.

CHOI MOON SUN. Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers. 2022; 23(4), 9-35. Available from: doi:10.15749/jts.2022.23.4.001

CHOI MOON SUN. "Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers" The Journal of Translation Studies 23, no.4 (2022) : 9-35.doi: 10.15749/jts.2022.23.4.001

CHOI MOON SUN. Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers. The Journal of Translation Studies, 23(4), 9-35. doi: 10.15749/jts.2022.23.4.001

CHOI MOON SUN. Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers. The Journal of Translation Studies. 2022; 23(4) 9-35. doi: 10.15749/jts.2022.23.4.001

CHOI MOON SUN. Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers. 2022; 23(4), 9-35. Available from: doi:10.15749/jts.2022.23.4.001

CHOI MOON SUN. "Prototype Development for an AI-based CAI Tool: Technological Support for Interpretation of Numbers" The Journal of Translation Studies 23, no.4 (2022) : 9-35.doi: 10.15749/jts.2022.23.4.001