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combined-wakewords-minimal

Keyword spotting

About this project

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Data (966 samples)

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noise.orig_train.WasherDryer_4.wav.264000.wav.2u6ifrcp

ID: 95199418

Label: noise

Sample length: 1s

Mandy qingwen long.wav.2u6hgp7s.s34

ID: 95200793

Label: qingwen

Sample length: 1s

noise.orig_train.WasherDryer_2.wav.29000.wav.2u6ifpkk

ID: 95199469

Label: noise

Sample length: 1s

Mandy qingwen long.wav.2u6hgp7s.s102

ID: 95200749

Label: qingwen

Sample length: 1s

unknown.e900b652_nohash_0.wav.2u6ii318

ID: 95199329

Label: unknown

Sample length: 1s

unknown.e2362167_nohash_0.wav.2u6ii347

ID: 95199319

Label: unknown

Sample length: 1s

noise.running_tap.wav.27000.wav.2u6ifu0a

ID: 95199358

Label: noise

Sample length: 1s

unknown.f1d8a638_nohash_0.wav.2u6ii5o8

ID: 95199226

Label: unknown

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	27,104
No. of clones	1