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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365531e2_nohash_0.wav.2lnvu4k5

ID: 90754611

Label: three

Sample length: 1s

20174140_nohash_0.wav.2lnvbmok

ID: 90762122

Label: down

Sample length: 1s

cb8f8307_nohash_3.wav.2lnvi2fc

ID: 90759864

Label: up

Sample length: 1s

c5570933_nohash_0.wav.2lnvqoph

ID: 90756043

Label: two

Sample length: 1s

106a6183_nohash_0.wav.2lnvg6ea

ID: 90760649

Label: up

Sample length: 1s

f06190c1_nohash_0.wav.2lnvnres

ID: 90757594

Label: zero

Sample length: 1s

36de13e1_nohash_0.wav.2lo01c1i

ID: 90753298

Label: one

Sample length: 1s

b843de62_nohash_0.wav.2lo02la7

ID: 90752503

Label: one

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

On any device

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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	144,972
No. of clones	7