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_train.AirportAnnouncements_1.wav.31000

ID: 140841468

Label: Background

Sample length: 1s

unknown.61ab8fbc_nohash_2

ID: 140840923

Label: Background

Sample length: 1s

unknown.9735764a_nohash_2

ID: 140840947

Label: Background

Sample length: 1s

unknown.8494fba8_nohash_2

ID: 140840022

Label: Background

Sample length: 1s

noise.orig_train.AirConditioner_7.wav.134000

ID: 140841804

Label: Background

Sample length: 1s

Light.3f7pcbrv.s1

ID: 140842808

Label: Light

Sample length: 1s

Extractor.3f7rf574.s3

ID: 140842584

Label: Extractor

Sample length: 1s

noise.orig_train.SqueakyChair_1.wav.24000

ID: 140842462

Label: Background

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

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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	269,836
No. of clones	26