phil / skip_non_metal_7 Public

Target: Cortex-M4F 80MHz Clone this project

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skip_non_metal_7

Keyword spotting

About this project

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Data (1,389 samples)

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reggae_0006_18.wav.2lo3u52q

ID: 65017686

Label: non_metal

Sample length: 1s

hiphop_0053_24.wav.2lo3tl3h

ID: 65017865

Label: non_metal

Sample length: 1s

metal_0011_7.wav.2lo421kd

ID: 65017333

Label: metal

Sample length: 1s

pop_0001_4.wav.2lo3tu1j

ID: 65017761

Label: non_metal

Sample length: 1s

metal_0049_1.wav.2lo42ibl

ID: 65017155

Label: metal

Sample length: 1s

disco_0071_0.wav.2lo3td27

ID: 65017949

Label: non_metal

Sample length: 1s

metal_0021_19.wav.2lo423b7

ID: 65017321

Label: metal

Sample length: 1s

reggae_0016_23.wav.2lo3u5r9

ID: 65017674

Label: non_metal

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

88.2%

Test set

85.1%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

48 ms.

Peak RAM usage

21.5K

Flash usage

34.5K

Run this model

On any device

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Dataset summary

Data collected

22m 43s

Sensor

audio @ 22.1KHz

Labels

metal, non_metal

Project info

Project ID	65438
Project version	1
License	No license attached
No. of views	131,189
No. of clones	16