iarakis / audio_scene_MFE_Conv1D v2 Public

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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.s61

ID: 44985225

Label: gunshots

Sample length: 1s

gunshots3.wav.1tb1132n.s11

ID: 44985004

Label: gunshots

Sample length: 1s

barking1.wav.1tb114ut.s28

ID: 44985092

Label: barking

Sample length: 1s

glass_breaking1.wav.1t31lp6n.s19

ID: 44985187

Label: glass_breaking

Sample length: 1s

glass_breaking.wav.1t30937v.s18

ID: 44985320

Label: glass_breaking

Sample length: 1s

barking.1t2lgn3a.s3

ID: 44985470

Label: barking

Sample length: 1s

barking1.wav.1tb114ut.s64

ID: 44985058

Label: barking

Sample length: 1s

gunshots3.wav.1tb1132n.s43

ID: 44984973

Label: gunshots

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

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Dataset summary

Data collected

9m 54s

Sensor

audio @ 8KHz

Labels

background, barking, glass_breaking, gunshots

Project info

Project ID	46959
Project version	1
License	No license attached
No. of views	3,780
No. of clones	0