Dmitry / audio_coughing_crying_MFE Public

Target: Cortex-M4F 80MHz Clone this project

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audio_coughing_crying_MFE

Keyword spotting

About this project

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Data (580 samples)

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background.22kt1a02

ID: 20574418

Label: background

Sample length: 5s

crying.wav.22kufdi2.s165

ID: 20574045

Label: crying

Sample length: 1s

crying.wav.22kufdi2.s116

ID: 20574100

Label: crying

Sample length: 1s

coughing.1.wav.22nklu7v.s8

ID: 20573489

Label: coughing

Sample length: 1s

crying.wav.22kufdi2.s146

ID: 20574063

Label: crying

Sample length: 1s

background.wav.22kuds40.s66

ID: 20573714

Label: background

Sample length: 1s

background.1.wav.22njipj5.s63

ID: 20573542

Label: background

Sample length: 1s

coughing.wav.22kubc3q.s18

ID: 20574368

Label: coughing

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

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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	13,222
No. of clones	38