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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1eddce1d_nohash_1.wav.2lnvolin

ID: 90757464

Label: two

Sample length: 1s

15574821_nohash_1.wav.2lnvmalh

ID: 90758319

Label: zero

Sample length: 1s

f47d644e_nohash_0.wav.2lnvvlul

ID: 90753864

Label: three

Sample length: 1s

7061c7d1_nohash_0.wav.2lnvm0r9

ID: 90758511

Label: zero

Sample length: 1s

6a203e0e_nohash_0.wav.2lnvoqp0

ID: 90757285

Label: two

Sample length: 1s

92a9c5e6_nohash_4.wav.2lnvp9rr

ID: 90756883

Label: two

Sample length: 1s

e0344f60_nohash_1.wav.2lnvniom

ID: 90757711

Label: zero

Sample length: 1s

cc6ee39b_nohash_2.wav.2lnvn504

ID: 90757908

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	113,821
No. of clones	7