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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coughing.wav.22kubc3q.s55

ID: 20574250

Label: coughing

Sample length: 1s

background.1.wav.22njipj5.s40

ID: 20573581

Label: background

Sample length: 1s

coughing.22kdfpis.s2

ID: 20573648

Label: coughing

Sample length: 1s

coughing.3.wav.22nm5c4r.s8

ID: 20573477

Label: coughing

Sample length: 1s

crying.wav.22kufdi2.s47

ID: 20574195

Label: crying

Sample length: 1s

crying.wav.22kufdi2.s40

ID: 20574201

Label: crying

Sample length: 1s

background.wav.22kuds40.s98

ID: 20573678

Label: background

Sample length: 1s

coughing.4.wav.22nmgfbm.s16

ID: 20573420

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	13,216
No. of clones	38