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)

View all

unknown.676f8138_nohash_1

ID: 312670462

Label: unknown

Sample length: 1s

unknown.59c3a7f2_nohash_1

ID: 312670533

Label: unknown

Sample length: 1s

noise.orig_train.Washing_1.wav.38000

ID: 312671038

Label: unknown

Sample length: 1s

noise.orig_train.Field_1.wav.290000

ID: 312671762

Label: unknown

Sample length: 1s

noise.orig_train.NeighborSpeaking_5.wav.20000

ID: 312671553

Label: unknown

Sample length: 1s

noise.orig_test.CopyMachine_2.wav.5000

ID: 312672304

Label: unknown

Sample length: 1s

unknown.06f6c194_nohash_4

ID: 312670978

Label: unknown

Sample length: 1s

unknown.3e3fa7fd_nohash_0

ID: 312670667

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	446,109
No. of clones	20