Zalmotek / Smart Appliance Control Using Voice Commands - Thingy:53 Public

Target: Cortex-M4F 80MHz Clone this project

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Smart Appliance Control Using Voice Commands - Thingy:53

Keyword spotting

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Data (3,409 samples)

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noise.orig_test.ShuttingDoor_4.wav.27000

ID: 140841304

Label: Background

Sample length: 1s

unknown.b414c653_nohash_4

ID: 140840808

Label: Background

Sample length: 1s

noise.orig_test.AirConditioner_8.wav.21000

ID: 140842263

Label: Background

Sample length: 1s

unknown.30060aba_nohash_0

ID: 140840179

Label: Background

Sample length: 1s

Light.3f7pcbrv.s2

ID: 140842807

Label: Light

Sample length: 1s

unknown.2b3f509b_nohash_0

ID: 140840432

Label: Background

Sample length: 1s

noise.orig_train.CopyMachine_8.wav.67000

ID: 140841397

Label: Background

Sample length: 1s

Light.3f7pcbrv.s8

ID: 140842802

Label: Light

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

99.3%

Test set

97.5%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

189 ms.

Peak RAM usage

16.8K

Flash usage

26.1K

Run this model

On any device

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Dataset summary

Data collected

56m 49s

Sensor

audio @ 16KHz

Labels

Background, Extractor, Kettle, Light

Project info

Project ID	145818
Project version	1
License	Apache 2.0
No. of views	247,802
No. of clones	24