Edge Impulse Experts / Snoring_Detection_by_Wamiq_Raza 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.

Snoring_Detection_by_Wamiq_Raza

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 (993 samples)

View all

0_239

ID: 125960726

Label: No Snoring

Sample length: 1s

1_310

ID: 125960272

Label: Snoring

Sample length: 1s

0_369

ID: 125960621

Label: No Snoring

Sample length: 1s

0_74

ID: 125960857

Label: No Snoring

Sample length: 1s

0_169

ID: 125960786

Label: No Snoring

Sample length: 1s

1_206

ID: 125960358

Label: Snoring

Sample length: 1s

0_346

ID: 125960643

Label: No Snoring

Sample length: 1s

0_32

ID: 125960902

Label: No Snoring

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

93.7%

Test set

97.4%

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

Latency

24 ms.

Peak RAM usage

11.8K

Flash usage

35.4K

Run this model

On any device

Clone project

Dataset summary

Data collected

16m 33s

Sensor

audio @ 44.1KHz

Labels

No Snoring, Snoring, unknown

Project info

Project ID	109559
Project version	1
License	No license attached
No. of views	121,390
No. of clones	263