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combined-wakewords-minimal

Keyword spotting

About this project

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Data (966 samples)

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unknown.f839238a_nohash_1.wav.2u6ii65p

ID: 95199208

Label: unknown

Sample length: 1s

noise.doing_the_dishes.wav.59000.wav.2u6hj9b3

ID: 95200840

Label: noise

Sample length: 1s

noise.orig_train.WasherDryer_4.wav.161000.wav.2u6ifr1c

ID: 95199426

Label: noise

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s68

ID: 95200654

Label: excuseme

Sample length: 1s

Mandy qingwen long.wav.2u6hgp7s.s127

ID: 95200725

Label: qingwen

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s72

ID: 95200656

Label: excuseme

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s65

ID: 95200658

Label: excuseme

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s212

ID: 95200241

Label: excuseme

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

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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	25,537
No. of clones	1