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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f9318c93_nohash_0.wav.2lnvnrfh

ID: 90757588

Label: zero

Sample length: 1s

08ab8082_nohash_0.wav.2lnvotcf

ID: 90757202

Label: two

Sample length: 1s

590750e8_nohash_0.wav.2lo02720

ID: 90752755

Label: one

Sample length: 1s

c86d4fd4_nohash_1.wav.2lnvuqke

ID: 90754243

Label: three

Sample length: 1s

a1cff772_nohash_4.wav.2lnvmdnh

ID: 90758272

Label: zero

Sample length: 1s

be7a5b2d_nohash_1.wav.2lnvumg4

ID: 90754301

Label: three

Sample length: 1s

5e3dde6b_nohash_0.wav.2lnvfioj

ID: 90761085

Label: up

Sample length: 1s

28ce0c58_nohash_5.wav.2lnvfsab

ID: 90760860

Label: up

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

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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	150,335
No. of clones	7