iarakis / 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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barking.wav.1t2vpfg5.s73

ID: 44985353

Label: barking

Sample length: 1s

gunshots3.wav.1tb1132n.s12

ID: 44985008

Label: gunshots

Sample length: 1s

glass_breaking2.wav.1tb10ahj.s22

ID: 44985028

Label: glass_breaking

Sample length: 1s

barking.wav.1t2vpfg5.s53

ID: 44985371

Label: barking

Sample length: 1s

gunshots1.wav.1t308crk.s69

ID: 44985215

Label: gunshots

Sample length: 1s

glass_breaking1.wav.1t31lp6n.s3

ID: 44985202

Label: glass_breaking

Sample length: 1s

barking1.wav.1tb114ut.s3

ID: 44985120

Label: barking

Sample length: 1s

glass_breaking1.wav.1t31lp6n.s17

ID: 44985189

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	46959
Project version	1
License	No license attached
No. of views	3,696
No. of clones	0