Neural Networks for Keyword Spotting on IoT Devices

01/03/2021

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by   Rakesh Dhakshinamurthy, et al.

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We explore Neural Networks (NNs) for keyword spotting (KWS) on IoT devices like smart speakers and wearables. Since we target to execute our NN on a constrained memory and computation footprint, we propose a CNN design that. (i) uses a limited number of multiplies. (ii) uses a limited number of model parameters.