Abhinav Krishna N / gargoyle-sound Public

Target: Arduino UNO Q (Qualcomm QRB2210) Clone this project

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gargoyle-sound

Keyword spotting

About this project

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Data (1,733 samples)

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scream.99633_1

ID: 3202672231

Label: scream

Sample length: 1s

scream.370136_2

ID: 3202664001

Label: scream

Sample length: 1s

other.242138_1

ID: 3202623472

Label: other

Sample length: 1s

other.245943_1

ID: 3202624007

Label: other

Sample length: 1s

growl.400994_1

ID: 3202575191

Label: growl

Sample length: 1s

other.419671_0

ID: 3202639854

Label: other

Sample length: 1s

other.76887_0

ID: 3202645635

Label: other

Sample length: 1s

other.240229_0

ID: 3202623167

Label: other

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

66.4%

Test set

48.6%

On-device performance (Arduino UNO Q (Qualcomm QRB2210), Unoptimized (float32))

Latency

1 ms.

Flash usage

29.4K

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Dataset summary

Data collected

28m 53s

Sensor

audio @ 16KHz

Labels

growl, other, scream

Project info

Project ID	1153003
License	3-Clause BSD
No. of views	1,146
No. of clones	0