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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2579e514_nohash_0.wav.2lnvtre1

ID: 90754785

Label: three

Sample length: 1s

863880b7_nohash_1.wav.2lnvu5m4

ID: 90754595

Label: three

Sample length: 1s

01b4757a_nohash_0.wav.2lo00s6f

ID: 90753772

Label: one

Sample length: 725ms

8ea22de7_nohash_0.wav.2lnvt41b

ID: 90755317

Label: three

Sample length: 1s

37fc5d97_nohash_0.wav.2lnvap77

ID: 90762700

Label: down

Sample length: 1s

f34e6f44_nohash_1.wav.2lnvjarq

ID: 90759530

Label: up

Sample length: 1s

7f74626f_nohash_1.wav.2lnvt2si

ID: 90755363

Label: three

Sample length: 1s

541e4079_nohash_0.wav.2lnvgg1s

ID: 90760565

Label: up

Sample length: 882ms

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	130,517
No. of clones	7