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combined-wakewords-minimal

Keyword spotting

About this project

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Data (966 samples)

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Mandy qingwen long.wav.2u6hgp7s.s81

ID: 95200761

Label: qingwen

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s109

ID: 95200623

Label: excuseme

Sample length: 1s

Cade qingwen long.wav.2u6i2m5m.s82

ID: 95199645

Label: qingwen

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s205

ID: 95200255

Label: excuseme

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s177

ID: 95200448

Label: excuseme

Sample length: 1s

unknown.e8b6f6fe_nohash_0.wav.2u6ii2ht

ID: 95199347

Label: unknown

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s62

ID: 95200662

Label: excuseme

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s230

ID: 95200233

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	29,101
No. of clones	1