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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51f4d5b0_nohash_0.wav.2lnvtc3v

ID: 90755114

Label: three

Sample length: 1s

eb3d8eb1_nohash_0.wav.2lnvraka

ID: 90755815

Label: two

Sample length: 1s

44260689_nohash_2.wav.2lnvu8o2

ID: 90754538

Label: three

Sample length: 1s

d197e3ae_nohash_0.wav.2lnvcos0

ID: 90761647

Label: down

Sample length: 1s

9799379a_nohash_0.wav.2lnvu7d6

ID: 90754559

Label: three

Sample length: 768ms

d0faf7e4_nohash_3.wav.2lnvi6h8

ID: 90759810

Label: up

Sample length: 1s

46a153d8_nohash_4.wav.2lnvaqgp

ID: 90762672

Label: down

Sample length: 1s

7e843da8_nohash_0.wav.2lnvt21c

ID: 90755373

Label: three

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	108,766
No. of clones	7