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https://www.microchip.com/

Keyword Spotting with Edge Impulse

Deployed Keyword Spotter

Overview

This repository is a companion to the Keyword Spotting with Edge Impulse tutorial on the Microchip Developer website. It contains the firmware to perform "yes" "no" keyword spotting on a SAME54 Curiosity Ultra development board + WM8904 audio daughterboard, as well as some tools to build your own dataset from the Google Speech Commands dataset.

Benchmarks

Measured with -O2 compiler optimizations and 120MHz Clock

  • 171kB Flash
  • 119kB RAM
  • 145ms Inference time

Changing Keywords

If you'd like to choose different keywords from the google speech commands for your application, the dataset directory contains code and instructions for generating a dataset.