dianafdez9908 / KWS Diana + Laura + Noise Public

Target: Cortex-M4F 80MHz Clone this project

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KWS Diana + Laura + Noise

Keyword spotting

About this project

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Data (779 samples)

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Diana.5vaoraa3.s17

ID: 2070927039

Label: Diana

Sample length: 1s

Diana.5vaott8e.s18

ID: 2070926978

Label: Diana

Sample length: 1s

Noise.5vaoij6s.s19

ID: 2070926927

Label: Diana

Sample length: 1s

Laura.5vap53os.s10

ID: 2070927199

Label: Laura

Sample length: 1s

NOISE (432)

ID: 2070938536

Label: Noise

Sample length: 1s

Laura.5vapj23n.s9

ID: 2070927393

Label: Laura

Sample length: 1s

Laura.5vap74fe.s20

ID: 2070927262

Label: Laura

Sample length: 1s

Laura.5varf2b6.s46

ID: 2070936928

Label: Diana

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

99.2%

Test set

97.9%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

281 ms.

Peak RAM usage

20.4K

Flash usage

47.6K

Run this model

On any device

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Dataset summary

Data collected

12m 59s

Sensor

audio @ 16KHz

Labels

Diana, Laura, Noise

Project info

Project ID	736626
License	3-Clause BSD
No. of views	297
No. of clones	0