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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c79159aa_nohash_2.wav.2lnvn2k8

ID: 90757941

Label: zero

Sample length: 1s

4c432947_nohash_0.wav.2lnvfh2m

ID: 90761139

Label: up

Sample length: 1s

3fb8c268_nohash_2.wav.2lnvsslb

ID: 90755518

Label: three

Sample length: 1s

b87bdb22_nohash_3.wav.2lnvc385

ID: 90761914

Label: down

Sample length: 1s

e2362167_nohash_0.wav.2lnvvfpa

ID: 90753935

Label: three

Sample length: 1s

acde7e73_nohash_1.wav.2lnvudfp

ID: 90754464

Label: three

Sample length: 1s

4b25f620_nohash_1.wav.2lnvl29l

ID: 90759273

Label: zero

Sample length: 1s

9d171fee_nohash_0.wav.2lnvlabp

ID: 90759047

Label: zero

Sample length: 810ms

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	175,756
No. of clones	7