Title :
An interactive speech training system with virtual reality articulation for Mandarin-speaking hearing impaired children
Author :
Xiaoqian Liu ; Nan Yan ; Lan Wang ; Xueling Wu ; Ng, Manwa L.
Author_Institution :
Lab. for Ambient Intell. & Multimodal Syst., Chinese Univ. of Hong Kong, Shenzhen, China
Abstract :
The present project involved the development of a novel interactive speech training system based on virtual reality articulation and examination of the efficacy of the system for hearing impaired (HI) children. Twenty meaningful Mandarin words were presented to the HI children via a 3-D talking head during articulation training. Electromagnetic Articulography (EMA) and graphic transform technology were used to depict movements of various articulators. In addition, speech corpuses were organized in listening and speaking training modules of the system to help improve language skills of the HI children. Accuracy of virtual reality articulatory movement was evaluated through a series of experiments. Finally, a pilot test was performed to train two HI children using the system. Preliminary results showed improvement in speech production by the HI children, and the system was recognized as acceptable and interesting for children. It can be concluded that the training system is effective and valid in articulation training for HI children.
Keywords :
computer based training; handicapped aids; speech processing; virtual reality; 3D talking head; EMA; HI children language skills; Mandarin-speaking hearing impaired children; articulation training; electromagnetic articulography; graphic transform technology; interactive speech training system; listening training modules; speaking training modules; speech corpus; virtual reality articulation; Auditory system; Production; Speech; Speech recognition; Three-dimensional displays; Training; Virtual reality; articulatory tutor; hearing impaired; interactive; speech training; virtual reality;
Conference_Titel :
Information and Automation (ICIA), 2013 IEEE International Conference on
Conference_Location :
Yinchuan
DOI :
10.1109/ICInfA.2013.6720294