Evan / micromod-keywords Public

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micromod-keywords

Keyword spotting

About this project

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Data (15,637 samples)

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f297e878_nohash_0.wav.2dpjq0op

ID: 43863253

Label: down

Sample length: 1s

f35eedd7_nohash_1.wav.2dpjh078

ID: 43865131

Label: up

Sample length: 1s

d33df435_nohash_0.wav.2dpj4qea

ID: 43869192

Label: left

Sample length: 1s

a518d1cf_nohash_0.wav.2dpjnhjb

ID: 43863882

Label: down

Sample length: 1s

4c841771_nohash_2.wav.2dpjbqih

ID: 43866765

Label: up

Sample length: 1s

c08585c1_nohash_2.wav.2dpitf8f

ID: 43871098

Label: no

Sample length: 1s

noise.orig_train.NeighborSpeaking_14.wav.13000.wav.2dpk3lr2

ID: 43862346

Label: noise

Sample length: 1s

c4e1f6e0_nohash_2.wav.2dpit7gf

ID: 43871151

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

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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	79,597
No. of clones	3