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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d0ce2418_nohash_1.wav.2lnvqsjp

ID: 90756002

Label: two

Sample length: 896ms

8c3c4715_nohash_1.wav.2lnvt3bi

ID: 90755344

Label: three

Sample length: 1s

686d030b_nohash_2.wav.2lnvb5sl

ID: 90762441

Label: down

Sample length: 1s

37dca74f_nohash_1.wav.2lnvp4bq

ID: 90757025

Label: two

Sample length: 1s

c103a2d5_nohash_0.wav.2lo02tkm

ID: 90752372

Label: one

Sample length: 1s

b9515bf3_nohash_4.wav.2lnvmphk

ID: 90758081

Label: zero

Sample length: 1s

a9f38bae_nohash_2.wav.2lnvbqe5

ID: 90762057

Label: down

Sample length: 1s

aff582a1_nohash_0.wav.2lnvhcjr

ID: 90760104

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	105,380
No. of clones	7