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combined-wakewords-minimal

Keyword spotting

About this project

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Data (966 samples)

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excuseme_GoodgeStreet.wav.2u6hff70.s198

ID: 95200303

Label: excuseme

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s252

ID: 95200209

Label: excuseme

Sample length: 1s

unknown.f1b35ace_nohash_0.wav.2u6ii2gv

ID: 95199346

Label: unknown

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s141

ID: 95200602

Label: excuseme

Sample length: 1s

unknown.e5d2e09d_nohash_1.wav.2u6ii2hs

ID: 95199345

Label: unknown

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s173

ID: 95200446

Label: excuseme

Sample length: 1s

Mandy qingwen long.wav.2u6hgp7s.s93

ID: 95200757

Label: qingwen

Sample length: 1s

noise.doing_the_dishes.wav.28000.wav.2u6hj998

ID: 95200843

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

93.0%

Test set

95.7%

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

Latency

174 ms.

Peak RAM usage

16.8K

Flash usage

34.8K

Run this model

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Dataset summary

Data collected

16m 6s

Sensor

audio @ 16KHz

Labels

excuseme, noise, qingwen, unknown

Project info

Project ID	87415
Project version	1
License	No license attached
No. of views	21,996
No. of clones	1