Edge Impulse Experts / Voice_Controlled_Power_Plug 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.

Voice_Controlled_Power_Plug

A power-strip which connected to home-appliances (TV, lamp, fan, etc..) which can be controlled using voice commands with no connection to the internet. Practicality, privacy concern and cost-effectiveness are the goals of this Non IoT Voice Controlled Power Plug project.

Keyword spotting

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 (16,535 samples)

View all

8931f494_nohash_0

ID: 683941915

Label: off

Sample length: 1s

96a48d28_nohash_0

ID: 683945012

Label: on

Sample length: 1s

ad63d93c_nohash_0

ID: 683949185

Label: two

Sample length: 1s

9a7c1f83_nohash_1

ID: 683942131

Label: off

Sample length: 1s

b0f24c9b_nohash_0

ID: 683943404

Label: off

Sample length: 1s

nine59

ID: 683941434

Label: zzzzz

Sample length: 1s

cf8d91cf_nohash_0

ID: 683949904

Label: two

Sample length: 1s

three.4d4p6qpk.s14

ID: 683941620

Label: three

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

84.6%

Test set

79.1%

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

Latency

151 ms.

Peak RAM usage

3.3K

Flash usage

546.9K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

4h 31m 19s

Sensor

audio @ 16KHz

Labels

four, off, on, one, three, two, zzzzz

Project info

Project ID	297564
Project version	1
License	Apache 2.0
No. of views	366,499
No. of clones	74