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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742d6431_nohash_3.wav.2dpjeh20

ID: 43866123

Label: up

Sample length: 1s

617de221_nohash_2.wav.2dpj1lig

ID: 43869897

Label: left

Sample length: 1s

cc592808_nohash_0.wav.2dpitk77

ID: 43871063

Label: no

Sample length: 1s

a2b16113_nohash_0.wav.2dpirkk4

ID: 43871429

Label: no

Sample length: 1s

3d53244b_nohash_3.wav.2dpjjeui

ID: 43864904

Label: down

Sample length: 1s

3e31dffe_nohash_0.wav.2dpiogaj

ID: 43872432

Label: no

Sample length: 1s

noise.orig_test.Typing_2.wav.139000.wav.2dpk0nvo

ID: 43862946

Label: noise

Sample length: 1s

4f2be90f_nohash_0.wav.2dpj0do2

ID: 43870510

Label: left

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	67,299
No. of clones	3