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Personalized AI-Directed Tutoring for Oral Proficiency Enhancement in Language Education.

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Bibliographic Details
Title:	Personalized AI-Directed Tutoring for Oral Proficiency Enhancement in Language Education.
Authors:	Tushar, Pranav¹, Zhang, Bowen^1,2, Atmosukarto, Indriyati^1,3, Soh, Donny¹, Tong, Rong^1,2, McLoughlin, Ian^1,3, ian.mcloughlin@singaporetech.edu.sg
Source:	Applied Sciences (2076-3417); Mar2026, Vol. 16 Issue 5, p2379, 17p
Database:	Applied Science & Technology Source
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Description
ISSN:	20763417
DOI:	10.3390/app16052379