Edge Impulse Experts / Snoring Detection (Syntiant NDP120) 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 (Syntiant NDP120)

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 (996 samples)

View all

1_426

ID: 324325116

Label: snoring

Sample length: 1s

0_272

ID: 324325629

Label: z_openset

Sample length: 1s

1_449

ID: 324325090

Label: snoring

Sample length: 1s

0_48

ID: 324325465

Label: z_openset

Sample length: 1s

1_482

ID: 324325067

Label: snoring

Sample length: 1s

1_377

ID: 324325162

Label: snoring

Sample length: 1s

0_259

ID: 324325618

Label: z_openset

Sample length: 1s

1_296

ID: 324325240

Label: snoring

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

99.4%

Test set

94.6%

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

Latency

242 ms.

Peak RAM usage

Flash usage

13.3K

Run this model

On any device

Clone project

Dataset summary

Data collected

16m 36s

Sensor

audio @ 16KHz

Labels

snoring, z_openset

Project info

Project ID	226454
Project version	1
License	Apache 2.0
No. of views	116,375
No. of clones	125