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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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1_44

ID: 125960481

Label: Snoring

Sample length: 1s

0_164

ID: 125960787

Label: No Snoring

Sample length: 1s

0_383

ID: 125960612

Label: No Snoring

Sample length: 1s

0_359

ID: 125960631

Label: No Snoring

Sample length: 1s

1_292

ID: 125960288

Label: Snoring

Sample length: 1s

0_184

ID: 125960774

Label: No Snoring

Sample length: 1s

1_237

ID: 125960333

Label: Snoring

Sample length: 1s

1_54

ID: 125960475

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	110,221
No. of clones	248