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

5eb5fc74_nohash_0

ID: 683943843

Label: on

Sample length: 554ms

fb7c9b3b_nohash_1

ID: 683943710

Label: on

Sample length: 1s

8fe52b97_nohash_0

ID: 683948955

Label: three

Sample length: 1s

1a892463_nohash_0

ID: 683947507

Label: three

Sample length: 1s

f8ad3941_nohash_0

ID: 683945087

Label: on

Sample length: 1s

62ef962d_nohash_0

ID: 683948384

Label: three

Sample length: 1s

marvin28

ID: 683940018

Label: zzzzz

Sample length: 1s

39a12648_nohash_1

ID: 683950607

Label: two

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	267,586
No. of clones	30