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.2jh6n9vj.s2

ID: 57841429

Label: Shatter

Sample length: 1s

Shatter.2jh6nnam.s3

ID: 57841609

Label: Shatter

Sample length: 1s

Shatter.2jh6o1kq.s8

ID: 57841666

Label: Shatter

Sample length: 1s

Clock.2jhiedtg.s1

ID: 57840609

Label: Clock

Sample length: 1s

Clock.2jhie93m.s7

ID: 57840430

Label: Clock

Sample length: 1s

Clock.2jhie7v5.s6

ID: 57840471

Label: Clock

Sample length: 1s

Clock.2jhiegc5.s7

ID: 57841200

Label: Clock

Sample length: 1s

Boom.2jmkksa8.s2

ID: 57839990

Label: Boom

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	105,960
No. of clones	6