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.ae71797c_nohash_0

ID: 312665672

Label: unknown

Sample length: 1s

noise.orig_train.Cafe_1.wav.22000

ID: 312671887

Label: unknown

Sample length: 1s

yes.1c84a139_nohash_4

ID: 312666958

Label: unknown

Sample length: 1s

noise.orig_test.AirConditioner_8.wav.25000

ID: 312672384

Label: unknown

Sample length: 1s

yes.5e033479_nohash_0

ID: 312666404

Label: unknown

Sample length: 1s

noise.orig_train.Babble_8.wav.51000

ID: 312671965

Label: unknown

Sample length: 1s

noise.orig_train.Square_1.wav.178000

ID: 312671373

Label: unknown

Sample length: 1s

noise.exercise_bike.wav.41000

ID: 312672403

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	482,104
No. of clones	34