iarakis / Ascensores Ermua Public

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Ascensores Ermua

Keyword spotting

About this project

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Data (14,568 samples)

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f5496439_nohash_0.wav.2lnvdkbt

ID: 90761382

Label: down

Sample length: 1s

db9cd41d_nohash_2.wav.2lnvcsug

ID: 90761603

Label: down

Sample length: 789ms

background.1tatgpve.s2

ID: 90763299

Label: background

Sample length: 1s

aff582a1_nohash_2.wav.2lnvmk0j

ID: 90758167

Label: zero

Sample length: 1s

a827e3a1_nohash_1.wav.2lnvq64l

ID: 90756338

Label: two

Sample length: 1s

38c388bc_nohash_2.wav.2lnvta9f

ID: 90755155

Label: three

Sample length: 1s

glass_breaking1.wav.1t31lp6n.s33

ID: 90763330

Label: glass_breaking

Sample length: 1s

2d82a556_nohash_1.wav.2lnva9p0

ID: 90763114

Label: down

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

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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	166,956
No. of clones	7