基于多层感知器算法的语音识别哮喘、阿尔茨海默病和痴呆症检测

D. Shubhangi, A.K Pratibha
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引用次数: 3

摘要

该框架提供了生产的历史,当前状态和前瞻性观点,以及从机器学习的角度对音频数据进行智能分析,并展望了人工智能的一些未来进展。它讨论了医学诊断中语音识别领域的几个方面,这些方面似乎对使用机器学习至关重要。本文采用MLP算法基于语音变化对三种呼吸系统疾病进行识别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Asthma, Alzheimer's and Dementia Disease Detection based on Voice Recognition using Multi-Layer Perceptron Algorithm
The framework provides a historical, current state, and forward-looking view of the production as well as intelligent analysis of audio data from the view point of machine learning, as well as a look at some future advancements in artificial intelligence. It discusses several aspects of the voice recognition domain in medical diagnosis that appear to be crucial for using machine learning. This paper contains identification of three respiratory diseases based on changes in the voice using MLP algorithm.
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