Edge Impulse Experts / Snoring Detection (Syntiant NDP120) Public

Target: Cortex-M4F 80MHz Clone this project

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Snoring Detection (Syntiant NDP120)

Keyword spotting

About this project

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Data (996 samples)

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1_57

ID: 324325044

Label: snoring

Sample length: 1s

1_80

ID: 324325015

Label: snoring

Sample length: 1s

1_302

ID: 324325230

Label: snoring

Sample length: 1s

1_32

ID: 324325215

Label: snoring

Sample length: 1s

0_281

ID: 324325623

Label: z_openset

Sample length: 1s

0_384

ID: 324325527

Label: z_openset

Sample length: 1s

0_432

ID: 324325501

Label: z_openset

Sample length: 1s

0_396

ID: 324325523

Label: z_openset

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

99.4%

Test set

94.6%

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

Latency

242 ms.

Peak RAM usage

Flash usage

13.3K

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Dataset summary

Data collected

16m 36s

Sensor

audio @ 16KHz

Labels

snoring, z_openset

Project info

Project ID	226454
Project version	1
License	Apache 2.0
No. of views	121,977
No. of clones	143