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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Extractor.3f7r9lcg.s6

ID: 140842612

Label: Extractor

Sample length: 1s

unknown.81898f68_nohash_0

ID: 140840172

Label: Background

Sample length: 1s

noise.orig_train.LivingRoom_1.wav.192000

ID: 140841692

Label: Background

Sample length: 1s

noise.orig_train.Station_1.wav.233000

ID: 140841592

Label: Background

Sample length: 1s

noise.orig_train.Park_1.wav.247000

ID: 140841971

Label: Background

Sample length: 1s

noise.orig_train.Babble_7.wav.0

ID: 140842294

Label: Background

Sample length: 1s

unknown.3a3ee7ed_nohash_1

ID: 140841126

Label: Background

Sample length: 1s

noise.orig_train.Park_1.wav.39000

ID: 140841761

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

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	174,430
No. of clones	11