分析语言障碍相关问题的机器学习算法

V. Singh, Jyoti Agarwal, M. Kumar
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引用次数: 1

摘要

失语症可以被定义为一种导致人类语言出现问题的疾病,它丧失了人类语言的产生或掌握能力,以及书写或阅读语言的能力。你的写作能力会受到影响,词汇表达也会受到影响,沟通和书面语言也会出现问题。它总是发生,因为中风对人类大脑的伤害,尤其是在一个人身上。脑损伤是由头部肿瘤引起的,也可以是由脑部肿瘤引起的或任何类型的感染引起的。根据2016年的一项全国调查,美国每年约有7.5万例中风,英国至少有25万人患有失语症。84.1%的人通常将中风和大脑损伤混淆,这也会导致沟通问题。84.5%的人不知道失语症这个词,8.8%的人对失语症这个疾病一无所知,也认为这种疾病是由于交流或书写障碍引起的疾病,34.7%的失语症患者“有失语症意识”,认为它是不可分割的。失语症的治疗是由语言病理学家(SLP)或语言治疗师引起的。本文介绍了机器学习算法在失语症患者中的不同应用,失语症的类型以及失语症的不同治疗方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analyzing Machine Learning Algorithms for Speech Impairment Related Issues
Aphasia may be defined as a disorder that causes problems in the language of a human, its loss the production of human or grasp of speech and the ability to write language or reading Language. your ability to write can be affected, expression of words and problems in both communication and written language. It is always happening due to the injury to the brain in the human mind it brings from stroke, particularly in order in a single person. Brain injuries are occurring from the tumor in the head, also from brain tumors caused in the brain or any type of infections. According to an all-country survey 2016 About 75 thousand strokes happen per year in the USA and there are at least two lakh fifty thousand people in Britain with aphasia disease.84.1% of people generally confuse stroke and injury caused in the brain that also causes problems in communication. 84.5 percentage of people don’t know term Aphasia disease, 8.8 percentage of people nothing any idea about the disease aphasia disease and also think this disease as a disorder which is caused due to communication or written disorder and 34.7% of affected of Aphasia disease that are "aphasia aware" thinks it as indivisible that does. Aphasia disease treatment is caused by the speech-language pathologist (SLP) or a speech and language therapist. In this paper we presented the different use of machine learning Algorithms for Aphasia patient, types of Aphasia and present different types of treatment Approaches for aphasia.
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