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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pop_0061_26.wav.2lo3u26a

ID: 65017715

Label: non_metal

Sample length: 1s

metal_0071_18.wav.2lo42pgi

ID: 65017090

Label: metal

Sample length: 1s

reggae_0020_15.wav.2lo3u5uo

ID: 65017669

Label: non_metal

Sample length: 1s

reggae_0029_12.wav.2lo3u7a1

ID: 65017658

Label: non_metal

Sample length: 1s

hiphop_0063_20.wav.2lo3tls7

ID: 65017854

Label: non_metal

Sample length: 1s

31_11.wav.2lo40co0

ID: 65017595

Label: metal

Sample length: 1s

metal_0093_15.wav.2lo430rm

ID: 65017004

Label: metal

Sample length: 1s

metal_0015_7.wav.2lo422k3

ID: 65017327

Label: 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	101,873
No. of clones	16