基于人工智能的交互式数字人情感识别与响应技术研究

Research on Interactive Digital Human Emotion Recognition and Emotional Reaction Technology Based on Artificial Intelligence

随着交互式数字人的迅速发展,情感识别技术得到了广泛应用,数字人在此项技术的支持下通过语音、面部表情和文本分析等方式来理解人类的情感状态;情感响应技术则让数字人能够通过语音生成、视觉反馈或动作做出适当反应。基于此,对情感响应系统的评估方法进行分析,通过应用测试,展示这些技术的实际效果,并提出未来研究方向等内容。

With the rapid development of interactive digital humans,emotion recognition technology has been widely applied.With the support of this technology,digital humans understand human emotional states through speech,facial expressions,and text analysis;Emotional response technology enables digital humans to respond ap‐propriately through speech generation,visual feedback,or actions.Based on this,analyze the evaluation methods of emotional response systems,demonstrate the actual effects of these technologies through application testing,and propose future research directions.