Swee Meng / wioterminal-audio-scene Public

Target: Cortex-M4F 80MHz Clone this project

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wioterminal-audio-scene

Keyword spotting

About this project

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Data (1,547 samples)

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Clock.2jhiegeb.s2

ID: 57840916

Label: Clock

Sample length: 1s

Clock.2jhiefa8.s2

ID: 57840701

Label: Clock

Sample length: 1s

Clock.2jhie8bq.s13

ID: 57840487

Label: Clock

Sample length: 1s

Clock.2jhie7v5.s2

ID: 57840483

Label: Clock

Sample length: 1s

Clock.2jhieeos.s3

ID: 57840292

Label: Clock

Sample length: 1s

Shatter.2jh6n8aq.s1

ID: 57841373

Label: Shatter

Sample length: 1s

Boom.2jmkkk4b.s1

ID: 57839869

Label: Boom

Sample length: 1s

Clock.2jhie8gl.s13

ID: 57841023

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

Run this model

On any device

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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	64,171
No. of clones	6