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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disco_0005_27.wav.2lo3t7pa

ID: 65018013

Label: non_metal

Sample length: 1s

classical_0066_17.wav.2lo3svfm

ID: 65018098

Label: non_metal

Sample length: 1s

reggae_0069_27.wav.2lo3ua24

ID: 65017634

Label: non_metal

Sample length: 1s

disco_0001_1.wav.2lo3t776

ID: 65018023

Label: non_metal

Sample length: 1s

metal_0046_23.wav.2lo42cgl

ID: 65017219

Label: metal

Sample length: 1s

jazz_0043_16.wav.2lo3tqeh

ID: 65017805

Label: non_metal

Sample length: 1s

metal_0043_3.wav.2lo4278q

ID: 65017275

Label: metal

Sample length: 1s

36_18.wav.2lo41kes

ID: 65017421

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	119,224
No. of clones	16