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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gunshots3.wav.1tb1132n.s36

ID: 44984980

Label: gunshots

Sample length: 1s

barking.1t2lkj1r.s1

ID: 44985453

Label: barking

Sample length: 1s

gunshots.1tb0emni.s1

ID: 44985148

Label: gunshots

Sample length: 1s

barking1.wav.1tb114ut.s17

ID: 44985109

Label: barking

Sample length: 1s

gunshots3.wav.1tb1132n.s54

ID: 44984967

Label: gunshots

Sample length: 1s

gunshots2.wav.1t308j7i.s12

ID: 44985291

Label: gunshots

Sample length: 1s

barking.wav.1t2vpfg5.s22

ID: 44985405

Label: barking

Sample length: 1s

background.1t2nh34h

ID: 44985472

Label: background

Sample length: 4s

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	46959
Project version	1
License	No license attached
No. of views	4,586
No. of clones	0