Back-end semantics for multimodal dialog on XR devices

P. Poller, Margarita Chikobava, Jack Hodges, Mareike Kritzler, F. Michahelles, Tilman Becker
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引用次数: 2

Abstract

Extended Reality (XR) devices have great potential to become the next wave in mobile interaction. They provide powerful, easy-to-use Augmented Reality (AR) and/or Mixed Reality (MR) in conjunction with multimodal interaction facilities using gaze, gesture, and speech. However, current implementations typically lack a coherent semantic representation for the virtual elements, backend-communication, and dialog capabilities. Existing devices are often restricted to mere command and control interactions. To improve these shortcomings and realize enhanced system capabilities and comprehensive interactivity, we have developed a flexible modular approach that integrates powerful back-end platforms using standard API interfaces. As a concrete example, we present our distributed implementation of a multimodal dialog system on the Microsoft Hololens®. It uses the SiAM-dp multimodal dialog platform as a back-end service and an Open Semantic Framework (OSF) back-end server to extract the semantic models for creating the dialog domain model.
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XR设备上多模态对话框的后端语义
扩展现实(XR)设备具有成为下一波移动交互浪潮的巨大潜力。它们提供功能强大,易于使用的增强现实(AR)和/或混合现实(MR),以及使用凝视,手势和语音的多模式交互设施。然而,当前的实现通常缺乏虚拟元素、后端通信和对话功能的一致语义表示。现有的设备通常仅限于命令和控制交互。为了改善这些缺点并实现增强的系统功能和全面的交互性,我们开发了一种灵活的模块化方法,使用标准API接口集成强大的后端平台。作为一个具体的例子,我们介绍了我们在Microsoft Hololens®上的多模态对话系统的分布式实现。它使用SiAM-dp多模态对话平台作为后端服务,并使用开放语义框架(Open Semantic Framework, OSF)后端服务器提取用于创建对话域模型的语义模型。
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