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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Light.3f7pl2qf.s2

ID: 140842770

Label: Light

Sample length: 1s

noise.orig_test.AirConditioner_8.wav.42000

ID: 140841564

Label: Background

Sample length: 1s

unknown.fb727898_nohash_4

ID: 140840571

Label: Background

Sample length: 1s

noise.orig_train.Typing_5.wav.28000

ID: 140841508

Label: Background

Sample length: 1s

noise.orig_train.Babble_3.wav.1000

ID: 140842430

Label: Background

Sample length: 1s

noise.orig_test.Neighbor_5.wav.20000

ID: 140841727

Label: Background

Sample length: 1s

noise.exercise_bike.wav.51000

ID: 140841786

Label: Background

Sample length: 1s

noise.orig_train.AirportAnnouncement_11.wav.15000

ID: 140841828

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

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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	273,227
No. of clones	27