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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.308000.wav.2u6ifrhg

ID: 95199411

Label: noise

Sample length: 1s

unknown.fb727898_nohash_4.wav.2u6ii6f7

ID: 95199202

Label: unknown

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s71

ID: 95200652

Label: excuseme

Sample length: 1s

noise.orig_train.WasherDryer_4.wav.225000.wav.2u6ifr8p

ID: 95199423

Label: noise

Sample length: 1s

noise.orig_train.WasherDryer_7.wav.39000.wav.2u6ifsch

ID: 95199390

Label: noise

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s102

ID: 95200630

Label: excuseme

Sample length: 1s

Cade qingwen long.wav.2u6i2m5m.s82

ID: 95199645

Label: qingwen

Sample length: 1s

noise.orig_train.Washing_1.wav.245000.wav.2u6iftij

ID: 95199364

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	23,368
No. of clones	1