@inproceedings{8b83ae4074f8418fa3fe7447bffa8726,
title = "Data Center Audio/Video Intelligence on Device (DAVID) - An Edge-AI Platform for Smart-Toys",
abstract = "An overview is given of the DAVID Smart-Toy platform, one of the first Edge-AI platform designs to incorporate advanced low-power data processing by neural inference models co-located with the relevant image or audio sensors. There is also on-board capability for in-device text-to-speech generation. Two alternative embodiments are presented - a smart Teddy-bear and a roving dog-like robot. The platform offers a speech-driven user interface and can observe and interpret user actions and facial expressions via its computer vision sensor node. A particular benefit of this design is that no personally identifiable information passes beyond the neural inference nodes thus providing inbuild compliance with data protection regulations.",
keywords = "Edge-AI, human-computer interface, neural networks, privacy-by-design, smart-toy, speech user interface",
author = "Gabriel Cosache and Francisco Salgado and Rishabh Jain and Cosmin Rotariu and George Sterpu and Peter Corcoran",
note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 12th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2023 ; Conference date: 25-10-2023 Through 27-10-2023",
year = "2023",
doi = "10.1109/SpeD59241.2023.10314915",
language = "English",
series = "2023 International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2023",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "66--71",
editor = "Dragos Burileanu",
booktitle = "2023 International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2023",
}