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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noise.orig_train.WasherDryer_1.wav.5000

ID: 312671166

Label: unknown

Sample length: 1s

no.735845ab_nohash_1

ID: 312668445

Label: unknown

Sample length: 1s

no.8a1c449e_nohash_0

ID: 312668313

Label: unknown

Sample length: 1s

unknown.b15fc37d_nohash_0

ID: 312670084

Label: unknown

Sample length: 1s

noise.orig_train.AirportAnnouncements_4.wav.77000

ID: 312672079

Label: unknown

Sample length: 1s

no.14587ff0_nohash_1

ID: 312669338

Label: unknown

Sample length: 1s

noise.orig_train.Field_1.wav.284000

ID: 312671758

Label: unknown

Sample length: 1s

noise.orig_train.NeighborSpeaking_5.wav.20000

ID: 312671553

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	410,521
No. of clones	16