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Voice_Controlled_Power_Plug

A power-strip which connected to home-appliances (TV, lamp, fan, etc..) which can be controlled using voice commands with no connection to the internet. Practicality, privacy concern and cost-effectiveness are the goals of this Non IoT Voice Controlled Power Plug project.

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About this project

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Data (16,535 samples)

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8281a2a8_nohash_3

ID: 683942896

Label: off

Sample length: 1s

d98f6043_nohash_0

ID: 683942914

Label: off

Sample length: 1s

marvin50

ID: 683940749

Label: zzzzz

Sample length: 1s

37dca74f_nohash_0

ID: 683951660

Label: one

Sample length: 1s

e54a0f16_nohash_2

ID: 683950283

Label: two

Sample length: 1s

right47

ID: 683940722

Label: zzzzz

Sample length: 1s

7910d292_nohash_0

ID: 683942677

Label: off

Sample length: 1s

bed92

ID: 683940701

Label: zzzzz

Sample length: 810ms

Model accuracy (Unoptimized (float32))

Validation set

84.6%

Test set

79.1%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

151 ms.

Peak RAM usage

3.3K

Flash usage

546.9K

Run this model

On any device

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Dataset summary

Data collected

4h 31m 19s

Sensor

audio @ 16KHz

Labels

four, off, on, one, three, two, zzzzz

Project info

Project ID	297564
Project version	1
License	Apache 2.0
No. of views	328,031
No. of clones	67