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

964e8cfd_nohash_3

ID: 683948231

Label: three

Sample length: 1s

0ea0e2f4_nohash_0

ID: 683951982

Label: one

Sample length: 1s

1afd49bf_nohash_1

ID: 683948113

Label: three

Sample length: 1s

b97c9f77_nohash_2

ID: 683949258

Label: two

Sample length: 1s

7eee5973_nohash_0

ID: 683944405

Label: on

Sample length: 1s

1746d7b6_nohash_0

ID: 683950543

Label: two

Sample length: 557ms

070b49af_nohash_0

ID: 683946746

Label: four

Sample length: 1s

a902ce9b_nohash_0

ID: 683942058

Label: off

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	369,731
No. of clones	74