Borui Wei / Drum Rack Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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Drum Rack

Keyword spotting

About this project

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Data (397 samples)

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kick.3uua166o

ID: 260859631

Label: kick

Sample length: 2s

kick.3uua422c

ID: 260859626

Label: kick

Sample length: 2s

kick.3uu8lnvm

ID: 260859698

Label: kick

Sample length: 2s

kick.3uu9h43j

ID: 260859658

Label: kick

Sample length: 2s

kick.3uuf2ldg

ID: 260859559

Label: kick

Sample length: 2s

tom.3uslk266

ID: 260859867

Label: tom

Sample length: 2s

kick.3utsqq4o

ID: 260859827

Label: kick

Sample length: 2s

tom.3uudu3hm

ID: 260859607

Label: tom

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

85.7%

Test set

82.1%

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

118 ms.

Peak RAM usage

13.0K

Flash usage

66.3K

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Dataset summary

Data collected

10m 10s

Sensor

audio @ 16KHz

Labels

kick, tom

Project info

Project ID	217672
Project version	7
License	Apache 2.0
No. of views	1,520
No. of clones	0