Swee Meng / wioterminal-audio-scene Public

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wioterminal-audio-scene

Keyword spotting

About this project

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Data (1,547 samples)

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Shatter.2jh6nu3e

ID: 57841718

Label: Shatter

Sample length: 1s

Clock.2jhiejg2.s8

ID: 57840627

Label: Clock

Sample length: 1s

Boom.2jmkkha8.s2

ID: 57839965

Label: Boom

Sample length: 1s

Shatter.2jh6nq9j.s1

ID: 57841476

Label: Shatter

Sample length: 1s

Clock.2jhie8eh.s5

ID: 57840217

Label: Clock

Sample length: 1s

Shatter.2jh6na44.s2

ID: 57841399

Label: Shatter

Sample length: 1s

Clock.2jhiel8g.s15

ID: 57841236

Label: Clock

Sample length: 1s

Clock.2jhieb8g.s13

ID: 57840502

Label: Clock

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

93.7%

Test set

93.7%

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

Latency

197 ms.

Peak RAM usage

24.7K

Flash usage

35.6K

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Dataset summary

Data collected

31m 58s

Sensor

audio @ 16KHz

Labels

Boom, Clock, Shatter

Project info

Project ID	55503
Project version	1
License	No license attached
No. of views	112,357
No. of clones	6