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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fac7deca_nohash_1.wav.2lnvjfgl

ID: 90759476

Label: up

Sample length: 1s

d197e3ae_nohash_2.wav.2lnvcq2s

ID: 90761641

Label: down

Sample length: 1s

b9f46737_nohash_0.wav.2lnvqbig

ID: 90756247

Label: two

Sample length: 1s

56eb74ae_nohash_4.wav.2lo01edu

ID: 90753236

Label: one

Sample length: 1s

36de13e1_nohash_0.wav.2lnvt9p7

ID: 90755169

Label: three

Sample length: 1s

73dda36a_nohash_1.wav.2lnvlie2

ID: 90758834

Label: zero

Sample length: 1s

97f493b9_nohash_0.wav.2lnvth6t

ID: 90754997

Label: three

Sample length: 981ms

ec201020_nohash_1.wav.2lnvrbsd

ID: 90755798

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	150,370
No. of clones	7