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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e8e960fd_nohash_1.wav.2lnvvc6f

ID: 90753980

Label: three

Sample length: 1s

cb2929ce_nohash_3.wav.2lo031aq

ID: 90752312

Label: one

Sample length: 1s

51055bda_nohash_4.wav.2lnvu1ec

ID: 90754682

Label: three

Sample length: 1s

19e98e89_nohash_0.wav.2lnvp22b

ID: 90757078

Label: two

Sample length: 1s

726382d6_nohash_0.wav.2lnvm7kc

ID: 90758370

Label: zero

Sample length: 1s

gunshots1.wav.1t308crk.s7

ID: 90763410

Label: gunshots

Sample length: 1s

004ae714_nohash_0.wav.2lnvfgej

ID: 90761156

Label: up

Sample length: 928ms

a3255f5c_nohash_0.wav.2lnvmfq2

ID: 90758246

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

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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	156,587
No. of clones	7