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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.s202

ID: 95200253

Label: excuseme

Sample length: 1s

unknown.e652590d_nohash_0.wav.2u6ii344

ID: 95199323

Label: unknown

Sample length: 1s

Cade qingwen long.wav.2u6i2m5m.s56

ID: 95199845

Label: qingwen

Sample length: 1s

unknown.e9b61425_nohash_1.wav.2u6ii51l

ID: 95199254

Label: unknown

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s157

ID: 95200587

Label: excuseme

Sample length: 1s

noise.orig_train.WasherDryer_4.wav.213000.wav.2u6ifr85

ID: 95199420

Label: noise

Sample length: 1s

Cade qingwen long.wav.2u6i2m5m.s57

ID: 95199844

Label: qingwen

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s179

ID: 95200400

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	24,478
No. of clones	1