用于虐待儿童调查访谈的虚拟现实说话化身

Syed Zohaib Hassan, Pegah Salehi, M. Riegler, M. Johnson, G. Baugerud, Pål Halvorsen, S. Sabet
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引用次数: 3

摘要

与受虐待儿童的面谈往往是起诉的主要证据来源。许多被指控的虐待事件没有被起诉,因为儿童的证词是以不可靠的方式收集的。研究表明,这些采访的质量一直很差,并强调需要更好地培训儿童保护服务机构和采访受虐待儿童证人的警察人员。目前可用的培训CPS和警察人员的系统是以一种僵化的方式发展起来的,在产生动态反应方面落后。此外,这些系统需要人工输入,例如雇用模仿儿童的演员或在交互过程中控制预先录制的儿童反应的操作员。本文展示了虚拟现实(VR)中人工智能儿童化身的访谈培训项目原型,使CPS和警察人员能够练习对受虐待儿童进行访谈。该程序是使用Unity游戏引擎和基于人工智能的技术开发的,如对话模型、说话的视觉化身、文本到语音、语音到文本组件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Virtual Reality Talking Avatar for Investigative Interviews of Maltreat Children
Interviews conducted with the maltreated children are often the primary source of evidence in prosecution. Many alleged incidents of abuse are not prosecuted because the children’s testimony is collected in an unreliable way. Research shows the consistent poor quality of these interviews and highlights the need for better training of Child Protection Services (CPS) and police personnel who interview abused child witnesses. The currently available systems for training of CPS and police personnel are developed in a rigid way that lag behind in generating dynamic responses. Moreover, these systems require human input such as employing an actor mimicking a child or an operator controlling prerecorded child responses during the interactions. This paper demonstrates the prototype of an interview training program with an artificial intelligent Child Avatar in Virtual Reality (VR), enabling CPS and police personnel to practice interviewing with abused children. The program is developed using Unity game engine and artificial intelligence-based technologies such as dialogue models, talking visual avatars, text-to-speech, and speech-to-text components.
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