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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dca2797e_nohash_2.wav.2lnvr3rq

ID: 90755903

Label: two

Sample length: 1s

ad5aeec2_nohash_0.wav.2lnvq8de

ID: 90756299

Label: two

Sample length: 1s

adebe223_nohash_1.wav.2lnvbuh5

ID: 90761991

Label: down

Sample length: 1s

f17be97f_nohash_3.wav.2lo03nl6

ID: 90751995

Label: one

Sample length: 1s

7c1d8533_nohash_4.wav.2lnvos57

ID: 90757240

Label: two

Sample length: 1s

9587481f_nohash_0.wav.2lnvq1ib

ID: 90756426

Label: two

Sample length: 1s

d197e3ae_nohash_3.wav.2lnvi98a

ID: 90759780

Label: up

Sample length: 1s

0819edb0_nohash_1.wav.2lo01qbr

ID: 90752987

Label: one

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	114,154
No. of clones	7