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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918a2473_nohash_2.wav.2lnvgmn0

ID: 90760476

Label: up

Sample length: 1s

feb1d305_nohash_0.wav.2lnvdne1

ID: 90761340

Label: down

Sample length: 1s

1ecfb537_nohash_3.wav.2lnva8tu

ID: 90763136

Label: down

Sample length: 1s

ec21c46b_nohash_0.wav.2lo03k6h

ID: 90752041

Label: one

Sample length: 1s

6727b579_nohash_3.wav.2lnvpn6k

ID: 90756604

Label: two

Sample length: 1s

9e46cfa1_nohash_2.wav.2lnvfpif

ID: 90760927

Label: up

Sample length: 1s

035de8fe_nohash_0.wav.2lnvaor7

ID: 90762715

Label: down

Sample length: 1s

69086eb0_nohash_0.wav.2lnvm4mg

ID: 90758427

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	137,306
No. of clones	7