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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617de221_nohash_2.wav.2dpj8ll0

ID: 43868074

Label: right

Sample length: 1s

noise.orig_train.Metro_1.wav.249000.wav.2dpk3c3a

ID: 43862472

Label: noise

Sample length: 1s

3983ba0d_nohash_0.wav.2dpjekv7

ID: 43866045

Label: up

Sample length: 1s

c099668c_nohash_0.wav.2dpjou3l

ID: 43863599

Label: down

Sample length: 1s

d31d8dd7_nohash_0.wav.2dpi3cn8

ID: 43872909

Label: yes

Sample length: 1s

fafe8101_nohash_1.wav.2dpjao34

ID: 43867015

Label: right

Sample length: 1s

28e47b1a_nohash_4.wav.2dpj170j

ID: 43870206

Label: left

Sample length: 1s

bbd0bbd0_nohash_3.wav.2dpi25ic

ID: 43873093

Label: yes

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	38,819
No. of clones	0