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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_388

ID: 125960607

Label: No Snoring

Sample length: 1s

1_268

ID: 125960306

Label: Snoring

Sample length: 1s

0_225

ID: 125960738

Label: No Snoring

Sample length: 1s

1_276

ID: 125960301

Label: Snoring

Sample length: 1s

0_274

ID: 125960702

Label: No Snoring

Sample length: 1s

1_51

ID: 125960476

Label: Snoring

Sample length: 1s

1_37

ID: 125960487

Label: Snoring

Sample length: 1s

1_40

ID: 125960484

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	117,670
No. of clones	258