具有生物识别认证和高级语音交互能力的智能扬声器设计与实现

B. Sudharsan, P. Corcoran, M. Ali
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引用次数: 31

摘要

半导体技术的进步缩小了尺寸和成本,同时提高了芯片组的性能和容量。此外,人工智能框架和库的进步带来了在消费者物联网设备资源受限的边缘容纳更多人工智能的可能性。传感器如今是我们环境中不可或缺的一部分,它提供连续的数据流来构建智能应用程序。一个例子可能是具有多个互联设备的智能家居场景。在这样的智能环境中,为了方便和快速地访问基于web的服务和个人信息,如日历、笔记、电子邮件、提醒、银行等,用户将第三方技能或亚马逊商店的技能链接到他们的智能扬声器上。此外,在当前的智能家居场景中,一些智能家居产品,如智能安全摄像头、视频门铃、智能插头、智能一氧化碳监测仪和智能门锁等,通过自定义技能添加的方式与现代智能扬声器相连。因为智能扬声器是通过智能扬声器用户的帐户链接到这些服务和设备的。任何可以通过语音命令访问智能扬声器的人都可以使用它们。如果这样做,用户的数据隐私、家庭安全等方面都会受到损害。最近推出的Tensor Cam的AI Camera、东芝的Symbio、Facebook的Portal都是具有AI功能的摄像头智能扬声器。虽然它们启用了摄像头,但除了调用唤醒词之外,它们没有身份验证方案。本文概述了由于缺乏身份验证方案而导致智能扬声器用户面临的网络安全风险,并讨论了基于最先进的摄像头和麦克风阵列的现代Alexa智能扬声器原型的开发,以解决这些风险。
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Smart Speaker Design and Implementation with Biometric Authentication and Advanced Voice Interaction Capability
Advancements in semiconductor technology have reduced dimensions and cost while improving the performance and capacity of chipsets. In addition, advancement in the AI frameworks and libraries brings possibilities to accommodate more AI at the resource-constrained edge of consumer IoT devices. Sensors are nowadays an integral part of our environment which provide continuous data streams to build intelligent applications. An example could be a smart home scenario with multiple interconnected devices. In such smart environments, for convenience and quick access to web-based service and personal information such as calendars, notes, emails, reminders, banking, etc, users link third-party skills or skills from the Amazon store to their smart speakers. Also, in current smart home scenarios, several smart home products such as smart security cameras, video doorbells, smart plugs, smart carbon monoxide monitors, and smart door locks, etc. are interlinked to a modern smart speaker via means of custom skill addition. Since smart speakers are linked to such services and devices via the smart speaker user's account. They can be used by anyone with physical access to the smart speaker via voice commands. If done so, the data privacy, home security and other aspects of the user get compromised. Recently launched, Tensor Cam's AI Camera, Toshiba's Symbio, Facebook's Portal are camera-enabled smart speakers with AI functionalities. Although they are camera-enabled, yet they do not have an authentication scheme in addition to calling out the wake-word. This paper provides an overview of cybersecurity risks faced by smart speaker users due to lack of authentication scheme and discusses the development of a state-of-the-art camera-enabled, microphone array-based modern Alexa smart speaker prototype to address these risks.
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