基于语音情感的心理咨询与性格分析算法研究

Research on Psychological Counseling and Personality Analysis Algorithm Based on Speech Emotion

语音信号在传递语义信息的同时,还传递着情感信息,而情感在人类的交流和生活中起着重要的作用。所以语音情感识别的研究显得尤为重要,它是计算机理解人类情感的关键,是实现智能化人机交互的前提。文章主要研究基于语音情感的心理咨询与性格分析算法,可以分为3个部分:语音情感信号预处理、语音情感特征参数的提取、构建情感识别系统,从而进行语音情感的预测,然后给出性格分析结果和心理咨询建议。

Speech signals convey semantic information while conveying emotional information, and emotion plays an important role in human communication and life. Therefore, the study of speech emotion recognition is particularly important. It is the key to computer understanding of human emotions and the prerequisite for intelligent human-computer interaction. The main work of this paper is based on the research of psychological counseling and personality analysis algorithms. It can be divided into three parts. The first part is the preprocessing of speech emotion signals, the second part is the extraction of speech emotion feature parameters, and the last part is to construct emotions. The system is identified to predict speech emotions, and then personality analysis results and psychological counseling recommendations are given.