Data Center Audio/Video Intelligence on Device (DAVID) -- An Edge-AI Platform for Smart-Toys
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Abstract (arXiv)
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 inbuilt compliance with data protection regulations.
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References · 6
- 2016Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learningcited by 1,512
- 2019QuartzNet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutionscited by 94
- 2019Jasper: An End-to-End Convolutional Neural Acoustic Modelcited by 76
- 2021One TTS Alignment To Rule Them Allcited by 47
- 2022AI and ML Accelerator Survey and Trendscited by 23
- 2022Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systemscited by 10
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