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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c3538de1_nohash_1.wav.2lnvqo2n

ID: 90756058

Label: two

Sample length: 1s

48463cbc_nohash_0.wav.2lo023v9

ID: 90752808

Label: one

Sample length: 1s

10ace7eb_nohash_1.wav.2lnvt6is

ID: 90755255

Label: three

Sample length: 1s

3bc21161_nohash_3.wav.2lnvsrag

ID: 90755558

Label: three

Sample length: 1s

1a892463_nohash_0.wav.2lnva7qo

ID: 90763179

Label: down

Sample length: 1s

39a12648_nohash_4.wav.2lnvlffm

ID: 90758916

Label: zero

Sample length: 1s

692a88e6_nohash_4.wav.2lnvlqmu

ID: 90758635

Label: zero

Sample length: 1s

264f471d_nohash_1.wav.2lnvgat4

ID: 90760608

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

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	144,968
No. of clones	7