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dc.contributor.authorSudharsan, Bharath
dc.contributor.authorCorcoran, Peter
dc.contributor.authorAli, Muhammad Intizar
dc.date.accessioned2020-12-09T14:41:35Z
dc.date.available2020-12-09T14:41:35Z
dc.date.issued2019-12-05
dc.identifier.citationSudharsan, Bharath, Corcoran, Peter, & Ali, Muhammad Intizar. (2019). Smart speaker design and implementation with biometric authentication and advanced voice interaction capability. Paper presented at the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, Galway, Ireland, 05-06 December.en_IE
dc.identifier.urihttp://hdl.handle.net/10379/16383
dc.description.abstractAdvancements 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 arraybased modern Alexa smart speaker prototype to address these risks. Keywords: Alexa Voice Service, Snowboy hotword detection, Smart speaker design, Microphone array, ReSpeaker, Voice algorithms, Open CV, Smart speaker authentication.en_IE
dc.description.sponsorshipThis publication has emanated from research supported by a research grant from Science Foundation Ireland (SFI) under Grant Number SFI/16/RC/3918 (Confirm), and SFI/12/RC/2289 P2 (Insight) co-funded by the European Regional Development Fund.en_IE
dc.formatapplication/pdfen_IE
dc.language.isoenen_IE
dc.publisherCEUR-WS.orgen_IE
dc.relation.ispartof27th AIAI Irish Conference on Artificial Intelligence and Cognitive Scienceen
dc.subjectAlexa Voice Serviceen_IE
dc.subjectSnowboy hotword detectionen_IE
dc.subjectSmart speaker designen_IE
dc.subjectMicrophone arrayen_IE
dc.subjectReSpeakeren_IE
dc.subjectVoice algorithmsen_IE
dc.subjectOpen CVen_IE
dc.subjectSmart speaker authenticationen_IE
dc.titleSmart speaker design and implementation with biometric authentication and advanced voice interaction capabilityen_IE
dc.typeConference Paperen_IE
dc.date.updated2020-12-08T21:02:58Z
dc.local.publishedsourcehttp://ceur-ws.org/Vol-2563/en_IE
dc.description.peer-reviewednon-peer-reviewed
dc.contributor.funderScience Foundation Irelanden_IE
dc.contributor.funderEuropean Regional Development Funden_IE
dc.internal.rssid23844883
dc.local.contactBharath Sudharsan, Insight Centre For Data Analytics, Nui Galway. Email: b.sudharsan1@nuigalway.ie
dc.local.copyrightcheckedYes
dcterms.projectinfo:eu-repo/grantAgreement/SFI/SFI Research Centres/12/RC/2289/IE/INSIGHT - Irelands Big Data and Analytics Research Centre/en_IE
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