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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78030270_nohash_0.wav.2lnvh6qr

ID: 90760189

Label: up

Sample length: 981ms

90b0b91a_nohash_1.wav.2lnvljl9

ID: 90758806

Label: zero

Sample length: 1s

3aa6f4e2_nohash_1.wav.2lnvl0f4

ID: 90759335

Label: zero

Sample length: 1s

2313e093_nohash_0.wav.2lo01t8s

ID: 90752930

Label: one

Sample length: 725ms

106a6183_nohash_2.wav.2lnvpbmg

ID: 90756844

Label: two

Sample length: 1s

gunshots3.wav.1tb1132n.s35

ID: 90763246

Label: gunshots

Sample length: 1s

3bfd30e6_nohash_3.wav.2lo00ut2

ID: 90753671

Label: one

Sample length: 1s

763188c4_nohash_1.wav.2lo027tp

ID: 90752738

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	105,346
No. of clones	7