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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fc28c8d8_nohash_2.wav.2lnvnu07

ID: 90757566

Label: zero

Sample length: 1s

c4e1f6e0_nohash_1.wav.2lnvca7g

ID: 90761823

Label: down

Sample length: 1s

8523766b_nohash_0.wav.2lo028v4

ID: 90752722

Label: one

Sample length: 1s

e0315cf6_nohash_2.wav.2lo03fvv

ID: 90752093

Label: one

Sample length: 1s

e4200516_nohash_0.wav.2lo03ig4

ID: 90752065

Label: one

Sample length: 743ms

38d78313_nohash_3.wav.2lo01cjo

ID: 90753285

Label: one

Sample length: 1s

cb8f8307_nohash_3.wav.2lnvuu45

ID: 90754177

Label: three

Sample length: 1s

e5c48e53_nohash_0.wav.2lo03d7a

ID: 90752132

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

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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	150,346
No. of clones	7