修改语音用户界面,实现物联网设备的弹性和离线管理

Jose Maria C. Ibardaloza, Juan Antonio G. Mapua, Wilson M. Tan
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引用次数: 1

摘要

语音用户界面(VUIs)近年来越来越流行,因为它们为用户提供了方便的访问。然而,目前的VUIs的问题是,一旦互联网连接被切断,它们就无法使用,因为诸如命令的语音到文本解码和物联网(IoT)管理等过程是在云服务器上实现的。然而,这并不一定是这种情况,因为有些命令,例如管理智能灯,智能恒温器和智能锁等物联网设备,不需要互联网连接即可执行。在这项工作中,提出了一个虚拟用户界面的建议,该虚拟用户界面可以确定何时断开Internet连接,并在本地执行不需要从Internet检索信息的任务。建议的VUI运行2个系统:完整系统和离线系统。有互联网连接时使用完整系统,断网时使用脱机系统。通过实验,我们量化了两个系统之间的性能差异,以及VUI在从完整系统切换到离线系统(反之亦然)时处理所有传入语音输入所需的时间。
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Modifying Voice-User Interfaces for Resiliency and Offline Management of IoT Devices
Voice-user interfaces (VUIs) have gained popularity in recent years since these provide ease of access to users. The problem with current VUIs, however, is that they become unusable once Internet connection is cut off since processes such as speech-to-text decoding of commands and Internet of Things (IoT) management are implemented on cloud servers. This, however, does not necessarily have to be the case since there are commands, such as managing IoT devices like smart lights, smart thermostats, and smart locks, which do not need Internet connection for it to be executed. In this work, a proposal for a VUI which can determine when Internet connection is cut off and locally execute tasks which do not need information retrieval from the Internet, is presented. The proposed VUI runs 2 systems: the full system and the offline system. The full system is used when there is Internet connection while the offline system is used when Internet connection is cut off. Through experiments, the difference in performance between the two systems, along with the amount of time that should be given to the VUI as leeway in order for it to process all incoming voice inputs once it switches from the full system to the offline system and vice versa, were quantified.
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