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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crying.wav.22kufdi2.s129

ID: 20574083

Label: crying

Sample length: 1s

background.1.wav.22njipj5.s60

ID: 20573547

Label: background

Sample length: 1s

crying.wav.22kufdi2.s22

ID: 20574223

Label: crying

Sample length: 1s

background.22kqls2u

ID: 20574420

Label: background

Sample length: 5s

crying.wav.22kufdi2.s144

ID: 20574065

Label: crying

Sample length: 1s

crying.wav.22kufdi2.s143

ID: 20574072

Label: crying

Sample length: 1s

crying.wav.22kufdi2.s198

ID: 20574006

Label: crying

Sample length: 1s

crying.wav.22kufdi2.s162

ID: 20574052

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

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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	11,829
No. of clones	35