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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unknown.c2dccf38_nohash_0

ID: 312669977

Label: unknown

Sample length: 1s

noise.orig_train.Babble_8.wav.102000

ID: 312671977

Label: unknown

Sample length: 1s

noise.orig_train.Square_1.wav.15000

ID: 312671376

Label: unknown

Sample length: 1s

yes.4649256f_nohash_0

ID: 312666555

Label: unknown

Sample length: 1s

noise.orig_train.Office_1.wav.146000

ID: 312671487

Label: unknown

Sample length: 1s

unknown.53eb0a88_nohash_0

ID: 312670557

Label: unknown

Sample length: 1s

unknown.151bfb79_nohash_0

ID: 312670930

Label: unknown

Sample length: 1s

no.472b8045_nohash_2

ID: 312668815

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

Run this model

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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	478,680
No. of clones	34