Particle / Doorbell Chimes Public

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Doorbell Chimes

This doorbell chime is the Wireless Doorbell made by secrui, Model: M520+F55

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About this project

This doorbell chime is the Wireless Doorbell made by secrui, Model: M520+F55

Data (6,142 samples)

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yes.2b3f509b_nohash_0

ID: 312666827

Label: unknown

Sample length: 1s

unknown.72be9202_nohash_0

ID: 312670400

Label: unknown

Sample length: 1s

noise.orig_train.CopyMachine_1.wav.7000

ID: 312671849

Label: unknown

Sample length: 1s

doorbell.422qdjo2.s2

ID: 312664718

Label: doorbell

Sample length: 2s

noise.orig_train.CafeTeria_1.wav.156000

ID: 312671922

Label: unknown

Sample length: 1s

no.61e50f62_nohash_0

ID: 312668554

Label: unknown

Sample length: 1s

unknown.ddedba85_nohash_3

ID: 312669842

Label: unknown

Sample length: 1s

no.f568162b_nohash_1

ID: 312667291

Label: unknown

Sample length: 1s

Model accuracy, Time series data, Audio (MFE), Classification #1 (Default 1D Conv) (Unoptimized (float32))

View 2 other experiments

Validation set

99.5%

Test set

99.5%

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

Latency

4639 ms.

Peak RAM usage

533.1K

Flash usage

27.6K

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Dataset summary

Data collected

1h 48m 25s

Sensor

audio @ 16KHz

Labels

doorbell, unknown

Project info

Project ID	237590
Project version	8
License	Apache 2.0
No. of views	469,360
No. of clones	31