Vishal Raj / WakeupWord Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

WakeupWord

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (161 samples)

View all

Hello Esp.5cp603kk

ID: 1378757775

Label: Hello Esp

Sample length: 2s

Light on.5cq10vvd

ID: 1381906231

Label: Light on

Sample length: 2s

Off light.5cq2cpj0

ID: 1381910401

Label: Off light

Sample length: 2s

Hello Esp.5cp5ula9

ID: 1378757761

Label: Hello Esp

Sample length: 2s

doing_the_dishes.s4

ID: 1378755001

Label: noise

Sample length: 2s

exercise_bike.s10

ID: 1378755058

Label: noise

Sample length: 2s

exercise_bike.s15

ID: 1378755063

Label: noise

Sample length: 2s

Hello Esp.5cp6436u

ID: 1378757795

Label: Hello Esp

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

95.8%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

162 ms.

Peak RAM usage

15.4K

Flash usage

32.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

3m 57s

Sensor

audio @ 16KHz

Labels

Hello Esp, Light on, noise, Off light

Project info

Project ID	560219
License	Apache 2.0
No. of views	310
No. of clones	1