Synthesis of 3D pronunciation trajectories of lips in Mandarin Based on HMM model. (December 2020)

• Record Type: Journal Article
• Authors: Ye, Yuanzhi; He, Xiangzhen; Zhang, Yihao; Hu, Yerong; Zeng, Jia
• Is Part Of: Journal of physics. Volume 1693(2020)
• Publication Date: 2020-12
• Subjects: Physics -- Congresses; 530.5
• DOI: 10.1088/1742-6596/1693/1/012185
• Languages: English
• ISSNs: 1742-6588

Abstract

Abstract: In the era of information technology, human-computer interaction tendings to be multi-modal, and lip animation simulation driven by pronunciation actions has attracted more and more attention. Starting from Mandarin Chinese, this paper establishins a model of the trajectory of the lips during the pronunciation process. The model is based on a motion capture technology, proposes a database collection a processing method, extracts acoustic parameters and text information to establish an HMM prediction model of pronunciation action parameters, and synthesizes the pronunciation movement trajectory, and the average percentage error with the real trajectory is less than 3.42%. The results show that the predicted pronunciation action parameters can effectively synthesize the lip pronunciation movement trajectory, and the use of lip animation can enhance language understanding.