aminejml / aminejml-project-1 Public

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

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aminejml-project-1

Keyword spotting

About this project

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Data (426 samples)

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_background.000073.wav.2if3v47f.ingestion-569dcbcdc-pdtt9

ID: 3071194578

Label: noise

Sample length: 1s

_unknown.en_please.common_voice_en_262476.01.wav.2if4071l.ingestion-569dcbcdc-rrg9v

ID: 3071194769

Label: unknown

Sample length: 1s

_background.000155.wav.2if3v8vb.ingestion-569dcbcdc-rrg9v

ID: 3071194642

Label: noise

Sample length: 1s

_unknown.fr_était.common_voice_fr_17317223.00.wav.2if40937.ingestion-569dcbcdc-7cl6n

ID: 3071194819

Label: unknown

Sample length: 1s

_background.000139.wav.2if3v815.ingestion-569dcbcdc-pdtt9

ID: 3071194629

Label: noise

Sample length: 1s

_background.000066.wav.2if3v3c9.ingestion-569dcbcdc-pdtt9

ID: 3071194570

Label: noise

Sample length: 1s

_unknown.fr_dix.common_voice_fr_18853094__2.02.wav.2if4090e.ingestion-569dcbcdc-rrg9v

ID: 3071194810

Label: unknown

Sample length: 1s

_background.000166.wav.2if3v8u8.ingestion-569dcbcdc-7cl6n

ID: 3071194652

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

97.6%

Test set

89.9%

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

Latency

73 ms.

Peak RAM usage

166.2K

Flash usage

535.2K

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Dataset summary

Data collected

7m 6s

Sensor

audio @ 16KHz

Labels

hello_world, noise, unknown

Project info

Project ID	1086094
Project version	1
License	3-Clause BSD
No. of views	47
No. of clones	0