arXiv:2512.03636cs.HCcs.SD2025-12

人在嘈杂环境中通过手势、头部和全身动作增强沟通效果。

Head, posture, and full-body gestures in unscripted dyadic conversations in noise

  • 研究多人在噪声下自由对话时的全身动作模式与交流功能。
  • 噪声增加使手势更复杂,头部和躯干动作调节变化,说话音量提升0.7~1.4 dB。
  • 手势与语音同步性略有下降,可能受沟通动机影响,适合研究多模态交互者。

在嘈杂环境下,视觉语调对面对面交流至关重要。本研究探索了手部、头部及全身动作,以及手势质量在双人无脚本对话中的作用。假设背景噪声会改变说话者与听者的动作频率以支持各自角色:说话者可能增加手势(手、头、躯干或腿部动作),听者则通过反馈动作或头部/躯干移动提升信噪比。研究采用新标注系统,分析8名听力正常参与者在视听虚拟环境中的自然对话。结果表明,说话时手势频率高于倾听时;噪声增加导致手部动作复杂度上升,头部与躯干动作发生调制。说话时伴随手势的音量比静止姿势高0.7~1.4 dB,但与噪声无关。手-语音同步性在中等噪声下有轻微下降,可能反映噪声环境中沟通动机的变化。个体通过提高语音强度与手势来适应噪声,且生物力学耦合可能进一步加剧语音输出。听者通过增加反馈行为支持交流并提升自身信噪比。

原文摘要 · Abstract (English)

Visual prosody may be critical for communication success in face-to-face conversations in noisy settings. Here, we explore the involvement of hand, head, and whole-body movements, as well as gesturing quality, in dyadic conversations in noisy settings. We hypothesize that increasing background noise would alter the frequency of conversation-related movements to support the roles of the speaker and the listener. Specifically, talkers may increase gesticulation and thus the use of hand, head, trunk, or leg movements more often, while listeners may increase backchanneling or head and trunk movements to improve the signal-to-noise ratio. Additionally, we test whether the synchrony between speech and hand gestures is affected by background noise. Here, pairs of normal hearing participants (n=8) stood in an audiovisual virtual environment while talking freely. The conversational movements were described using a newly developed labeling system with categories that respect their communicative function. The results showed higher gesturing rate during speaking than during listening. Increased levels of background noise led to increased hand-gesture complexity, modulation of head movements, and a change in trunk movements. People spoke 0.7 dB - 1.4 dB louder during hand gesturing in comparison to times with static drop posture but this was unrelated to presence of background noise. The analysis of hand-speech synchrony showed a modest decrease in synchrony for moderate noise level. People adapt their communicative behavior to increased background noise levels by increases in speech production levels and gesturing which may drive additional increase in speech production due to biomechanical coupling; listeners may increase backchanneling to support the exchange and their own signal-to-noise ratio. The synchrony analysis may reflect motivational factors of communication in noisy environments.

多模态交互噪声适应手势分析

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。