Open Access

ARTICLE

A 3D Geometry Model of Vocal Tract Based on Smart Internet of Things

Ming Li¹, Kuntharrgyal Khysru², Haiqiang Shi^2,*, Qiang Fang^3,*, Jinrong Hu⁴, Yun Chen⁵

1 Tianjin Medical University General Hospital, Tianjin, 300041, China
2 Key Laboratory of Artificial Intelligence Application Technology State Ethnic Affairs Commission, Qinghai Minzu University, Xining, 810007, China
3 Chinese Academy of Sciences, Beijing, 300308, China
4 School of Computer Science, Chengdu University of Information and Technology, Chengdu, Sichuan, 610225, China
5 College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China

* Corresponding Authors: Haiqiang Shi. Email: ; Qiang Fang. Email:

Computer Systems Science and Engineering 2023, 46(1), 783-798. https://doi.org/10.32604/csse.2023.034687

Received 24 July 2022; Accepted 19 October 2022; Issue published 20 January 2023

Abstract

The Internet of Things (IoT) plays an essential role in the current and future generations of information, network, and communication development and applications. This research focuses on vocal tract visualization and modeling, which are critical issues in realizing inner vocal tract animation. That is applied in many fields, such as speech training, speech therapy, speech analysis and other speech production-related applications. This work constructed a geometric model by observation of Magnetic Resonance Imaging data, providing a new method to annotate and construct 3D vocal tract organs. The proposed method has two advantages compared with previous methods. Firstly it has a uniform construction protocol for all speech organs. Secondly, this method can build correspondent feature points between different speech organs. There are less than three control parameters can be used to describe every speech organ accurately, for which the accumulated contribution rate is more than 88%. By means of the reconfiguration, the model error is less than 1.0 mm. Regarding to the data from Chinese Magnetic resonance imaging (MRI), this is the first work of 3D vocal tract model. It will promote the theoretical research and development of the intelligent Internet of Things facing speech generation-related issues.

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Keywords

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