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.fr_chemin.common_voice_fr_18324132.00.wav.2if408uu.ingestion-569dcbcdc-7cl6n

ID: 1719272076

Label: unknown

Sample length: 1s

_unknown.fa_خوب.common_voice_fa_19902249.01.wav.2if408mi.ingestion-569dcbcdc-rrg9v

ID: 1719272055

Label: unknown

Sample length: 1s

_background.000083.wav.2if3v4r2.ingestion-569dcbcdc-7cl6n

ID: 1719271501

Label: noise

Sample length: 1s

_background.000121.wav.2if3v715.ingestion-569dcbcdc-pdtt9

ID: 1719271556

Label: noise

Sample length: 1s

_background.000090.wav.2if3v534.ingestion-569dcbcdc-pdtt9

ID: 1719271503

Label: noise

Sample length: 1s

_background.000008.wav.2if3v249.ingestion-569dcbcdc-rrg9v

ID: 1719271352

Label: noise

Sample length: 1s

_unknown.en_stop.common_voice_en_18521426.00.wav.2if407o3.ingestion-569dcbcdc-rrg9v

ID: 1719272001

Label: unknown

Sample length: 1s

_background.000114.wav.2if3v6oa.ingestion-569dcbcdc-7cl6n

ID: 1719271573

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

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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	13,421
No. of clones	1