Dmitry / audio_scene_MFE_Conv1D v2 Public

Target: Cortex-M4F 80MHz Clone this project

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audio_scene_MFE_Conv1D v2

Keyword spotting

About this project

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Data (536 samples)

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gunshots1.wav.1t308crk.s57

ID: 8112037

Label: gunshots

Sample length: 1s

gunshots1.wav.1t308crk.s35

ID: 8112064

Label: gunshots

Sample length: 1s

barking.1t2lgn3a.s2

ID: 8112274

Label: barking

Sample length: 1s

gunshots1.wav.1t308crk.s54

ID: 8112045

Label: gunshots

Sample length: 1s

barking1.wav.1tb114ut.s52

ID: 8111890

Label: barking

Sample length: 1s

barking.1tb07883.s1

ID: 8111946

Label: barking

Sample length: 1s

barking.wav.1t2vpfg5.s52

ID: 8112180

Label: barking

Sample length: 1s

glass_breaking1.wav.1t31lp6n.s42

ID: 8111978

Label: glass_breaking

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

On any device

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Dataset summary

Data collected

9m 54s

Sensor

audio @ 8KHz

Labels

background, barking, glass_breaking, gunshots

Project info

Project ID	17194
Project version	1
License	No license attached
No. of views	13,196
No. of clones	29