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Design 2023
基于语音情感识别的情感化产品设计应用研究
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Abstract:
情感化产品设计是有目的、有意识地激发人们的某种情感，比较注重产品对人的心理影响，遵循情感至上的原则。心理学对情感的定义为：“人对客观现实的一种特殊反应形式”，语音情感识别旨在设计创造一种可以识别、数字化和应用人的情感，同时能够尽可能地反应真实人类情感的系统。本文将从语音情绪识别国内外发展历史出发，关注语音识别对用户交互行为的影响，同时将对机器学习方法以及深度学习方法进行简单介绍与分析。
Emotional product design is a purposeful and conscious inspiration to people’s emotions. It pays more attention to the psychological impact of products on people, and follows the principles of emotional supremacy. The definition of emotions in psychology is “a special reaction form of people to objective reality”, speech emotion recognition aims to design and create a system that can recognize, digitize and apply human emotions while reflecting real human emotions as much as possible. This article will start with the history of the development of voice emotional identi-fication at home and abroad, pay attention to the impact of voice recognition on user interaction behavior, and simply introduce and analyze machine learning methods and deep learning methods.
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