Interactive Augmented Reality System for Learning Phonetics Using Artificial Intelligence

被引:0
|
作者
Tolba, Rahma M. [1 ]
Elarif, Taha [1 ]
Taha, Zaki [1 ]
Hammady, Ramy [2 ]
机构
[1] Ain Shams Univ, Fac Comp & Informat Sci, Comp Sci Dept, Cairo 11566, Egypt
[2] Univ Essex, Sch Comp Sci & Elect Engn, Colchester CO4 3SQ, Essex, England
来源
IEEE ACCESS | 2024年 / 12卷
关键词
Phonetics; Artificial intelligence; Three-dimensional displays; Solid modeling; Recording; Mars; Animation; Augmented reality; Natural language processing; Interactive augmented reality; learning phonetics; language learning; Arabic phonetics;
D O I
10.1109/ACCESS.2024.3406494
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The increasing adoption of language learning apps that utilize Augmented Reality (AR) and Artificial Intelligence (AI) for speech recognition has sparked interest in the potential benefits for phonetics education. However, currently available AR apps only focus on teaching letter names and vocabulary, lacking the potential for a more immersive learning experience. To address this limitation, this paper introduces an interactive AR system that integrates AI speech recognition with AR to provide an engaging and interactive learning experience. To showcase the capabilities of the proposed system, we have created a prototype for the Arabic Phonetic Atlas textbook. This prototype enhances reading the /s/ sound page in the Atlas by incorporating a 3D animated model of the speech organs onto the existing 2D image. The dynamic animation of the 3D model reflects the sound description provided in the Atlas. The system also offers real-time user pronunciation feedback through a customized AI phoneme recognition system. A comprehensive user study was conducted to evaluate the usability and learning impact of the proposed system, involving 83 adult participants aged between 18-40. The assessment approach involved the use of both direct and indirect observations, as well as various surveys to gather both numerical and qualitative information. The findings indicate not only a greater level of understanding compared to conventional methods but also an improved capability to master specific phonemes quickly and effortlessly. In addition, they are showing great potential for the proposed system to be incorporated into the conventional classroom setting as an instructional aid.
引用
收藏
页码:78219 / 78231
页数:13
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