helalraheek / audio 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.

audio

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 (5,999 samples)

View all

_unknown.0754

ID: 330304928

Label: _unknown

Sample length: 1s

_unknown.0785

ID: 330304695

Label: _unknown

Sample length: 1s

_unknown.1415

ID: 330305775

Label: _unknown

Sample length: 1s

_noise.0792

ID: 330306066

Label: _noise

Sample length: 1s

_noise.0564

ID: 330306059

Label: _noise

Sample length: 1s

go.0678

ID: 330308410

Label: go

Sample length: 1s

go.1021

ID: 330309119

Label: go

Sample length: 1s

stop.1156

ID: 330307361

Label: stop

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

86.4%

Test set

81.8%

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

Latency

180 ms.

Peak RAM usage

13.0K

Flash usage

27.0K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

1h 39m 59s

Sensor

audio @ 16KHz

Labels

go, _noise, stop, _unknown

Project info

Project ID	244028
Project version	1
License	Apache 2.0
No. of views	167,790
No. of clones	0