Nico Maas / Gentle Cake Public

Target: Arduino Portenta H7 (Cortex-M7 480MHz) Clone this project

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Gentle Cake

Keyword spotting

About this project

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Data (415 samples)

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Take It to the Edge

ID: 110146633

Label: take_it_to_the_edge

Sample length: 1s

_background.000042.wav.2if3v1j8.ingestion-569dcbcdc-7cl6n

ID: 110146551

Label: noise

Sample length: 1s

_background.000081.wav.2if3v4mv.ingestion-569dcbcdc-rrg9v

ID: 110146496

Label: noise

Sample length: 1s

Take It to the Edge

ID: 110146623

Label: take_it_to_the_edge

Sample length: 1s

_background.000122.wav.2if3v71s.ingestion-569dcbcdc-7cl6n

ID: 110146423

Label: noise

Sample length: 1s

_unknown.rw_gihe.common_voice_rw_21730226.02.wav.2if40b5d.ingestion-569dcbcdc-pdtt9

ID: 110146011

Label: unknown

Sample length: 1s

_background.000069.wav.2if3v3el.ingestion-569dcbcdc-pdtt9

ID: 110146507

Label: noise

Sample length: 1s

_background.000120.wav.2if3v6no.ingestion-569dcbcdc-rrg9v

ID: 110146424

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

96.5%

Test set

On-device performance (Arduino Portenta H7 (Cortex-M7 480MHz), Quantized (int8))

Latency

37 ms.

Peak RAM usage

45.0K

Flash usage

122.7K

Run this model

On any device

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Dataset summary

Data collected

6m 55s

Sensor

audio @ 16KHz

Labels

noise, take_it_to_the_edge, unknown

Project info

Project ID	115069
Project version	1
License	No license attached
No. of views	1,805
No. of clones	0