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

stop.1435

ID: 330308023

Label: stop

Sample length: 1s

_unknown.0694

ID: 330305864

Label: _unknown

Sample length: 1s

stop.1441

ID: 330307661

Label: stop

Sample length: 1s

go.0864

ID: 330309083

Label: go

Sample length: 1s

stop.1255

ID: 330307659

Label: stop

Sample length: 1s

go.0078

ID: 330309428

Label: go

Sample length: 1s

go.1425

ID: 330309366

Label: go

Sample length: 1s

_noise.1074

ID: 330306860

Label: _noise

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	190,466
No. of clones	0