iarakis / audio_scene_MFE_Conv1D v2 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_scene_MFE_Conv1D v2

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 (536 samples)

View all

barking.1t2lk07n.s3

ID: 44985155

Label: barking

Sample length: 1s

glass_breaking2.wav.1tb10ahj.s23

ID: 44985027

Label: glass_breaking

Sample length: 1s

gunshots1.wav.1t308crk.s13

ID: 44985272

Label: gunshots

Sample length: 1s

gunshots1.wav.1t308crk.s47

ID: 44985240

Label: gunshots

Sample length: 1s

barking.wav.1t2vpfg5.s50

ID: 44985374

Label: barking

Sample length: 1s

barking.1t2lkj1r.s2

ID: 44985452

Label: barking

Sample length: 1s

barking1.wav.1tb114ut.s26

ID: 44985097

Label: barking

Sample length: 1s

glass_breaking1.wav.1t31lp6n.s14

ID: 44985191

Label: glass_breaking

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

83.7%

Test set

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

Latency

144 ms.

Peak RAM usage

25.2K

Flash usage

41.3K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

9m 54s

Sensor

audio @ 8KHz

Labels

background, barking, glass_breaking, gunshots

Project info

Project ID	46959
Project version	1
License	No license attached
No. of views	5,158
No. of clones	0