Iskren Zhechev / Iskren-project-1 Public

Target: Nordic Thingy:53 Clone this project

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Iskren-project-1

Keyword spotting

About this project

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Data (419 samples)

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_unknown.fa_وجود.common_voice_fa_19882241.02.wav.2if408dd.ingestion-569dcbcdc-pdtt9

ID: 1719272062

Label: unknown

Sample length: 1s

_background.000183.wav.2if3v9vs.ingestion-569dcbcdc-pdtt9

ID: 1719271697

Label: noise

Sample length: 1s

_background.000059.wav.2if3v2q4.ingestion-569dcbcdc-rrg9v

ID: 1719271440

Label: noise

Sample length: 1s

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

ID: 1719271601

Label: noise

Sample length: 1s

_unknown.en_looking.common_voice_en_61296.01.wav.2if40665.ingestion-569dcbcdc-pdtt9

ID: 1719271962

Label: unknown

Sample length: 1s

_background.000128.wav.2if3v733.ingestion-569dcbcdc-rrg9v

ID: 1719271571

Label: noise

Sample length: 1s

_unknown.fr_ont.common_voice_fr_22497493.02.wav.2if40a1c.ingestion-569dcbcdc-pdtt9

ID: 1719272098

Label: unknown

Sample length: 1s

_background.000007.wav.2if3v0ru.ingestion-569dcbcdc-rrg9v

ID: 1719271318

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.5%

Test set

On-device performance (Nordic Thingy:53, Quantized (int8))

Latency

112 ms.

Peak RAM usage

19.8K

Flash usage

33.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

6m 59s

Sensor

audio @ 16KHz

Labels

change_color, noise, unknown

Project info

Project ID	643593
License	3-Clause BSD
No. of views	11,119
No. of clones	1