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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.

Keyword spotting

About this project

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Data (16,535 samples)

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cat66

ID: 683940682

Label: zzzzz

Sample length: 1s

918a2473_nohash_0

ID: 683946108

Label: four

Sample length: 1s

47565088_nohash_1

ID: 683950130

Label: two

Sample length: 853ms

c6ee87a7_nohash_1

ID: 683949937

Label: two

Sample length: 1s

e48a80ed_nohash_1

ID: 683951134

Label: one

Sample length: 1s

f15a354c_nohash_0

ID: 683951403

Label: one

Sample length: 1s

a4e8a997_nohash_1

ID: 683949193

Label: two

Sample length: 1s

2e0d80f7_nohash_0

ID: 683948494

Label: three

Sample length: 1s

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	355,482
No. of clones	73