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

testing.1t3eh35j

ID: 44984950

Label: background

Sample length: 4s

background.1t2n6e12

ID: 44985482

Label: background

Sample length: 4s

gunshots.1t2mkv17.s1

ID: 44985471

Label: gunshots

Sample length: 1s

gunshots3.wav.1tb1132n.s18

ID: 44985000

Label: gunshots

Sample length: 1s

glass_breaking1.wav.1t31lp6n.s18

ID: 44985188

Label: glass_breaking

Sample length: 1s

barking1.wav.1tb114ut.s40

ID: 44985083

Label: barking

Sample length: 1s

gunshots3.wav.1tb1132n.s3

ID: 44985019

Label: gunshots

Sample length: 1s

gunshots2.wav.1t308j7i.s1

ID: 44985302

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

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	5,156
No. of clones	0