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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41777abb_nohash_1.wav.2lnvu12i

ID: 90754681

Label: three

Sample length: 1s

5e3b7a84_nohash_1.wav.2lnvfimj

ID: 90761089

Label: up

Sample length: 1s

5fadb538_nohash_1.wav.2lnvsv5v

ID: 90755456

Label: three

Sample length: 1s

7b2e879e_nohash_1.wav.2lnvt153

ID: 90755394

Label: three

Sample length: 1s

02746d24_nohash_0.wav.2lnvpm1c

ID: 90756640

Label: two

Sample length: 1s

b8872c20_nohash_0.wav.2lnvqf2o

ID: 90756203

Label: two

Sample length: 1s

8830e17f_nohash_0.wav.2lnvtuer

ID: 90754720

Label: three

Sample length: 1s

3c257192_nohash_3.wav.2lnvab2v

ID: 90763067

Label: down

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	114,181
No. of clones	7