Dmitry / 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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barking.1tb06g6n.s2

ID: 8111954

Label: barking

Sample length: 1s

background.1tavs5e2.s2

ID: 8111958

Label: glass_breaking

Sample length: 1s

glass_breaking.wav.1t30937v.s19

ID: 8112128

Label: glass_breaking

Sample length: 1s

gunshots1.wav.1t308crk.s50

ID: 8112047

Label: gunshots

Sample length: 1s

gunshots1.wav.1t308crk.s16

ID: 8112082

Label: gunshots

Sample length: 1s

glass_breaking.1t2m1oaj.s2

ID: 8112255

Label: glass_breaking

Sample length: 1s

testing.1t3eu7co.s1

ID: 8111771

Label: glass_breaking

Sample length: 1s

barking1.wav.1tb114ut.s32

ID: 8111911

Label: barking

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

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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	14,634
No. of clones	29