iarakis / Ascensores Ermua Public

Target: Cortex-M4F 80MHz Clone this project

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Ascensores Ermua

Keyword spotting

About this project

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Data (14,568 samples)

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b25b6065_nohash_0.wav.2lnvqcnc

ID: 90756237

Label: two

Sample length: 1s

87c62767_nohash_0.wav.2lnvg3jk

ID: 90760702

Label: up

Sample length: 1s

a2fefcb4_nohash_0.wav.2lnvmdl2

ID: 90758279

Label: zero

Sample length: 1s

d926bb17_nohash_0.wav.2lnvcq6c

ID: 90761644

Label: down

Sample length: 938ms

a583c5b0_nohash_1.wav.2lnvh95c

ID: 90760147

Label: up

Sample length: 1s

c1d39ce8_nohash_0.wav.2lnvuoba

ID: 90754277

Label: three

Sample length: 1s

ad63d93c_nohash_4.wav.2lnvbtmg

ID: 90761999

Label: down

Sample length: 1s

a902ce9b_nohash_1.wav.2lnvmftk

ID: 90758232

Label: zero

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

88.7%

Test set

79.9%

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

Latency

172 ms.

Peak RAM usage

16.8K

Flash usage

35.6K

Run this model

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Dataset summary

Data collected

4h 0m 8s

Sensor

audio @ 16KHz

Labels

background, down, glass_breaking, gunshots, one and 4 others

Project info

Project ID	80558
Project version	1
License	No license attached
No. of views	111,041
No. of clones	7