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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gunshots.1t2mbfi6.s1

ID: 44985438

Label: gunshots

Sample length: 1s

barking.wav.1t2vpfg5.s67

ID: 44985357

Label: barking

Sample length: 1s

gunshots1.wav.1t308crk.s50

ID: 44985236

Label: gunshots

Sample length: 1s

gunshots.1tb0ebkf.s2

ID: 44985144

Label: gunshots

Sample length: 1s

background.1t2nfs47

ID: 44985474

Label: background

Sample length: 4s

barking.wav.1t2vpfg5.s72

ID: 44985354

Label: barking

Sample length: 1s

gunshots2.wav.1t308j7i.s17

ID: 44985287

Label: gunshots

Sample length: 1s

gunshots3.wav.1tb1132n.s16

ID: 44985002

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

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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	5,318
No. of clones	0