Dmitry / 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

glass_breaking2.wav.1tb10ahj.s31

ID: 8111835

Label: glass_breaking

Sample length: 1s

gunshots1.wav.1t308crk.s2

ID: 8112095

Label: gunshots

Sample length: 1s

gunshots1.wav.1t308crk.s31

ID: 8112067

Label: gunshots

Sample length: 1s

gunshots.1tb0ebkf.s2

ID: 8111960

Label: gunshots

Sample length: 1s

testing.1t3esmmq.s1

ID: 8111764

Label: glass_breaking

Sample length: 1s

gunshots2.wav.1t308j7i.s7

ID: 8112108

Label: gunshots

Sample length: 1s

barking.wav.1t2vpfg5.s75

ID: 8112156

Label: barking

Sample length: 1s

gunshots3.wav.1tb1132n.s3

ID: 8111832

Label: gunshots

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

On any device

Clone project

Dataset summary

Data collected

9m 54s

Sensor

audio @ 8KHz

Labels

background, barking, glass_breaking, gunshots

Project info

Project ID	17194
Project version	1
License	No license attached
No. of views	10,479
No. of clones	29