Evan / micromod-keywords Public

Target: Cortex-M4F 80MHz Clone this project

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micromod-keywords

Keyword spotting

About this project

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Data (15,637 samples)

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1ed557b9_nohash_0.wav.2dpj6uje

ID: 43868781

Label: right

Sample length: 1s

982babaf_nohash_0.wav.2dpj8nt2

ID: 43867995

Label: right

Sample length: 1s

f4cae173_nohash_0.wav.2dpjpulu

ID: 43863292

Label: down

Sample length: 1s

d8521ea0_nohash_0.wav.2dpjp5ll

ID: 43863470

Label: down

Sample length: 1s

c6ee87a7_nohash_2.wav.2dpjoqel

ID: 43863655

Label: down

Sample length: 1s

24befdb3_nohash_3.wav.2dpjdvra

ID: 43866485

Label: up

Sample length: 1s

33903159_nohash_0.wav.2dpjndc3

ID: 43863946

Label: down

Sample length: 1s

1a673010_nohash_0.wav.2dpio837

ID: 43872537

Label: no

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

92.7%

Test set

90.6%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

172 ms.

Peak RAM usage

16.8K

Flash usage

60.4K

Run this model

On any device

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Dataset summary

Data collected

4h 16m 57s

Sensor

audio @ 16KHz

Labels

down, left, no, noise, right, up, yes

Project info

Project ID	46182
Project version	1
License	No license attached
No. of views	57,641
No. of clones	3