Technol Health Care. 2024;32(S1):543-553. doi: 10.3233/THC-248047.
Aphasia is a communication disorder that affects the ability to process and produce language, which severely impacting their lives. Computer-aid exercise rehabilitation has shown to be highly effective for these patients.
In our study, we proposed a speech rehabilitation system with mirrored therapy. The study goal is to construct a effective rehabilitation software for aphasia patients.
This system collects patients' facial photos for mirrored video generation and speech synthesis. The visual feedback provided by the mirror creates an engaging and motivating experience for patients. And the evaluation platform employs machine learning technologies for assessing speech similarity.
The sophisticated task-oriented rehabilitation training with mirror therapy is also presented for experiments performing. The performance of three tasks reaches the average scores of 83.9% for vowel exercises, 74.3% for word exercies and 77.8% for sentence training in real time.
The user-friendly application system allows patients to carry out daily training tasks instructed by the therapists or the prompt information of menu. Our work demonstrated a promising intelligent mirror software system for reading-based aphasia rehabilitation.
失语症是一种影响语言处理和生成能力的交流障碍，严重影响患者的生活。计算机辅助运动康复已被证明对这些患者非常有效。
在我们的研究中，我们提出了一种具有镜像疗法的言语康复系统。研究目标是为失语症患者构建一种有效的康复软件。
该系统采集患者的面部照片，用于生成镜像视频和语音合成。镜子提供的视觉反馈为患者创造了一个有趣和激励的体验。评估平台采用机器学习技术评估语音相似度。
该系统还呈现了复杂的面向任务的康复训练与镜像疗法，用于实时执行三个任务，分别是元音练习、单词练习和句子训练，其平均成绩分别为 83.9%、74.3%和 77.8%。
用户友好的应用系统允许患者根据治疗师的指令或菜单的提示信息进行日常训练任务。我们的工作展示了一种基于阅读的失语症康复的有前途的智能镜像软件系统。
