眼动追踪和语音驱动的人类化身情感交流

S. Cinieri, B. Kapralos, A. Uribe-Quevedo, F. Lamberti
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引用次数: 2

摘要

感觉、情绪和共情在包括语言和非语言交流在内的许多日常活动中起着重要作用。它们的自动识别和解释在各种需要沟通技巧的应用中很重要,这些应用很难在计算机模拟的环境中重现,包括那些涉及人类化身交互的应用。我们最近的工作已经开始研究能够检测用户(人类)情绪的智能化身的发展,以便在基于医学的虚拟模拟和严肃游戏中实现真实的人类化身互动。在本文中,我们提出了一个将眼动追踪和对话解释结合在一起的系统,以实现智能和逼真的人类化身交流。虽然需要正式的测试,初步的结果是有希望的,显示了系统的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Eye Tracking and Speech Driven Human-Avatar Emotion-Based Communication
Feelings, emotions, and empathy play an important role in many daily activities including verbal and non-verbal communication. Their automatic recognition and interpretation is important in a variety of applications requiring communication skills that are difficult to reproduce in computer-simulated environments, including those involving human-avatar interactions. Our recent work has begun investigating the development of intelligent avatars capable of detecting user (human) emotions to allow for realistic human-avatar interactions within medical-based virtual simulations and serious games. In this paper, we present a system that couples eye tracking and dialogue interpretation to allow for intelligent and realistic human-avatar communication. Although formal testing is required, preliminary results are promising, showing the potential of the system.
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