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Target: Cortex-M4F 80MHz Clone this project

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Snoring_Detection_by_Wamiq_Raza

Keyword spotting

About this project

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Data (993 samples)

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0_445

ID: 125960567

Label: No Snoring

Sample length: 1s

1_174

ID: 125960377

Label: Snoring

Sample length: 1s

1_322

ID: 125960263

Label: Snoring

Sample length: 1s

0_330

ID: 125960652

Label: No Snoring

Sample length: 1s

1_254

ID: 125960321

Label: Snoring

Sample length: 1s

0_183

ID: 125960775

Label: No Snoring

Sample length: 1s

1_125

ID: 125960416

Label: Snoring

Sample length: 1s

1_162

ID: 125960392

Label: Snoring

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

93.7%

Test set

97.4%

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

Latency

24 ms.

Peak RAM usage

11.8K

Flash usage

35.4K

Run this model

On any device

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Dataset summary

Data collected

16m 33s

Sensor

audio @ 44.1KHz

Labels

No Snoring, Snoring, unknown

Project info

Project ID	109559
Project version	1
License	No license attached
No. of views	91,998
No. of clones	234