Particle / Doorbell Chimes Public

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Doorbell Chimes

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

Keyword spotting

About this project

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

Data (6,142 samples)

View all

yes.92521ccc_nohash_0

ID: 312665939

Label: unknown

Sample length: 1s

unknown.6166ae21_nohash_0

ID: 312670496

Label: unknown

Sample length: 1s

noise.orig_test.Babble_2.wav.7000

ID: 312672346

Label: unknown

Sample length: 1s

unknown.40b60ae9_nohash_0

ID: 312670664

Label: unknown

Sample length: 1s

noise.orig_train.AirConditioner_8.wav.21000

ID: 312672130

Label: unknown

Sample length: 1s

unknown.890cc926_nohash_4

ID: 312670285

Label: unknown

Sample length: 1s

unknown.af6fbbf5_nohash_0

ID: 312670098

Label: unknown

Sample length: 1s

unknown.29dce108_nohash_3

ID: 312670794

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	463,282
No. of clones	31