This work proposes an interactive art installation "Mood spRing" designed to
reflect the mood of the environment through interpretation of language and
tone. Mood spRing consists of an AI program that controls an immersive 3D
animation of the seasons. If the AI program perceives the language and tone of
the users as pleasant, the animation progresses through idealized renditions of
seasons. Otherwise, it slips into unpleasant weather and natural disasters of
the season. To interpret the language and tone of the user interaction, hybrid
state-of-the-art emotion detection methods are applied to the user audio and
text inputs. The emotional states detected separately from tone and language
are fused by a novel approach that aims at minimizing the possible model
disparity across diverse demographic groups.

本文提出了一种交互式艺术装置 “Mood spRing”，它通过解释语言和语调来反映环境的心情。 Mood spRing 由控制季节沉浸式 3D 动画的人工智能程序组成。如果 AI 程序感知到用户的语言和语调是愉快的，则动画将通过理想化的季节描绘继续进行。否则，它将陷入不愉快的天气和自然灾害中。通过将用户音频和文本输入应用混合现代情感检测方法来解释用户互动的语言和语调情绪状态，通过新方法融合从音调和语言中分别检测到的情感状态，旨在最大程度地降低各种人口群体可能的模型差异。