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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45adf84a_nohash_1.wav.2lnvtb5m

ID: 90755136

Label: three

Sample length: 1s

a709ddd3_nohash_0.wav.2lnvbr0n

ID: 90762044

Label: down

Sample length: 1s

fad7a69a_nohash_0.wav.2lnvrl8q

ID: 90755684

Label: two

Sample length: 1s

b6ebe225_nohash_1.wav.2lnvc0j4

ID: 90761957

Label: down

Sample length: 1s

e71b4ce6_nohash_1.wav.2lo03fpa

ID: 90752103

Label: one

Sample length: 1s

953fe1ad_nohash_4.wav.2lo01s75

ID: 90752956

Label: one

Sample length: 1s

1b835b87_nohash_0.wav.2lnvfc1n

ID: 90761293

Label: up

Sample length: 1s

36050ef3_nohash_3.wav.2lnvgtis

ID: 90760347

Label: up

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	122,734
No. of clones	7