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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7ea032f3_nohash_0.wav.2lnvahe8

ID: 90762889

Label: down

Sample length: 1s

10f2bb12_nohash_0.wav.2lnvlben

ID: 90759016

Label: zero

Sample length: 1s

4a1e736b_nohash_3.wav.2lnvl202

ID: 90759277

Label: zero

Sample length: 1s

76e53db9_nohash_1.wav.2lnvtecg

ID: 90755057

Label: three

Sample length: 1s

adec6a94_nohash_2.wav.2lnvuehs

ID: 90754440

Label: three

Sample length: 1s

96a48d28_nohash_3.wav.2lnvlkl0

ID: 90758772

Label: zero

Sample length: 1s

gunshots3.wav.1tb1132n.s32

ID: 90763248

Label: gunshots

Sample length: 1s

51995cea_nohash_1.wav.2lnvm4j2

ID: 90758433

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	122,718
No. of clones	7