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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9a69672b_nohash_1.wav.2lnvov6s

ID: 90757148

Label: two

Sample length: 1s

b59fa113_nohash_0.wav.2lnvmn7l

ID: 90758113

Label: zero

Sample length: 1s

d98f6043_nohash_1.wav.2lnvv4r0

ID: 90754083

Label: three

Sample length: 1s

ad6a46f1_nohash_0.wav.2lnvudig

ID: 90754451

Label: three

Sample length: 938ms

4fe01997_nohash_0.wav.2lnvl2mh

ID: 90759259

Label: zero

Sample length: 1s

dbb40d24_nohash_4.wav.2lnvv7k6

ID: 90754037

Label: three

Sample length: 1s

b544d4fd_nohash_0.wav.2lnvc38j

ID: 90761922

Label: down

Sample length: 1s

7d149b38_nohash_1.wav.2lnvl784

ID: 90759134

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

Run this model

On any device

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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	130,549
No. of clones	7