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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96a48d28_nohash_1.wav.2lnvlkfq

ID: 90758777

Label: zero

Sample length: 1s

b4aa9fef_nohash_4.wav.2lnvufnv

ID: 90754410

Label: three

Sample length: 1s

97f4c236_nohash_1.wav.2lo01jhd

ID: 90753132

Label: one

Sample length: 1s

glass_breaking1.wav.1t31lp6n.s37

ID: 90763324

Label: glass_breaking

Sample length: 1s

7cf14c54_nohash_2.wav.2lnvt1uh

ID: 90755382

Label: three

Sample length: 1s

ece1a95a_nohash_0.wav.2lnvrd1n

ID: 90755794

Label: two

Sample length: 1s

e9b61425_nohash_0.wav.2lnvr6ok

ID: 90755865

Label: two

Sample length: 1s

01bb6a2a_nohash_2.wav.2lnvokgf

ID: 90757503

Label: two

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	108,750
No. of clones	7