Dmitry / audio_coughing_crying_MFE 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_coughing_crying_MFE

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 (580 samples)

View all

coughing.wav.22kubc3q.s13

ID: 20574387

Label: coughing

Sample length: 1s

coughing.3.wav.22nm5c4r.s8

ID: 20573477

Label: coughing

Sample length: 1s

background.wav.22kuds40.s34

ID: 20573749

Label: background

Sample length: 1s

crying.wav.22kufdi2.s192

ID: 20574013

Label: crying

Sample length: 1s

background.1.wav.22njipj5.s12

ID: 20573615

Label: background

Sample length: 1s

background.wav.22kuds40.s59

ID: 20573723

Label: background

Sample length: 1s

background.wav.22kuds40.s73

ID: 20573710

Label: background

Sample length: 1s

crying.wav.22kufdi2.s183

ID: 20574026

Label: crying

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

89.4%

Test set

100.0%

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

Latency

109 ms.

Peak RAM usage

12.8K

Flash usage

38.7K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

10m 56s

Sensor

audio @ 16KHz

Labels

background, coughing, crying

Project info

Project ID	25382
Project version	2
License	No license attached
No. of views	16,635
No. of clones	40