Ilias Katsanis / robot_fank Public

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

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robot_fank

Keyword spotting

About this project

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Data (2,642 samples)

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unknown.39dce8cc_nohash_2.wav.2sicjtr2

ID: 129592136

Label: unknown

Sample length: 1s

photo.2sskodmc.s13

ID: 129590715

Label: photo

Sample length: 1s

hey_robot.2sio49rj.s24

ID: 129591451

Label: hey_robot

Sample length: 1s

goodbye.2ssl36lc.s21

ID: 129590607

Label: goodbye

Sample length: 1s

noise._background.2sffvvgd.ingestion-6d7d974b87-gnwvm.wav.2siefa0q

ID: 129591751

Label: noise

Sample length: 1s

unknown.fbb56351_nohash_4.wav.2sicna89

ID: 129591989

Label: unknown

Sample length: 1s

noise.2t1u7urh.s27

ID: 129590110

Label: noise

Sample length: 1s

dance.2t1u0lt4.s13

ID: 129590155

Label: dance

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.3%

Test set

97.5%

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

Latency

287 ms.

Peak RAM usage

16.8K

Flash usage

35.3K

Run this model

On any device

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Dataset summary

Data collected

44m 9s

Sensor

audio @ 16KHz

Labels

dance, goodbye, hey_robot, noise, photo, unknown

Project info

Project ID	83040
Project version	2
License	No license attached
No. of views	12,327
No. of clones	2