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

30802c5d_nohash_0

ID: 683951059

Label: one

Sample length: 1s

8a5acefd_nohash_0

ID: 683947505

Label: three

Sample length: 1s

8830e17f_nohash_1

ID: 683942904

Label: off

Sample length: 1s

97101ef3_nohash_0

ID: 683944183

Label: on

Sample length: 1s

38d78313_nohash_0

ID: 683946647

Label: four

Sample length: 1s

7c1d8533_nohash_4

ID: 683947470

Label: three

Sample length: 1s

7ff085e1_nohash_1

ID: 683943384

Label: off

Sample length: 810ms

zero11

ID: 683941146

Label: zzzzz

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

On any device

Clone project

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	275,803
No. of clones	32