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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ae82c78c_nohash_0.wav.2lo02g89

ID: 90752582

Label: one

Sample length: 1s

c6ee87a7_nohash_4.wav.2lnvhrk3

ID: 90759940

Label: up

Sample length: 1s

f6af2457_nohash_0.wav.2lnvnnnu

ID: 90757644

Label: zero

Sample length: 1s

e7117d00_nohash_0.wav.2lnvipoo

ID: 90759632

Label: up

Sample length: 896ms

e0315cf6_nohash_2.wav.2lnvr971

ID: 90755836

Label: two

Sample length: 1s

b7a6f709_nohash_1.wav.2lnvhe0r

ID: 90760078

Label: up

Sample length: 603ms

e99d36c8_nohash_0.wav.2lnvniqa

ID: 90757706

Label: zero

Sample length: 1s

73dda36a_nohash_0.wav.2lnvlib7

ID: 90758832

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

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	137,314
No. of clones	7