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.de_später.common_voice_de_17927856.00.wav.2if404qu.ingestion-569dcbcdc-rrg9v

ID: 1719271865

Label: unknown

Sample length: 1s

_unknown.de_gegen.common_voice_de_17860417__3.01.wav.2if403br.ingestion-569dcbcdc-7cl6n

ID: 1719271810

Label: unknown

Sample length: 1s

_background.000033.wav.2if3v0am.ingestion-569dcbcdc-pdtt9

ID: 1719271380

Label: noise

Sample length: 1s

_unknown.de_mehr.common_voice_de_19124968.02.wav.2if403sl.ingestion-569dcbcdc-rrg9v

ID: 1719271848

Label: unknown

Sample length: 1s

_background.000010.wav.2if3v3ri.ingestion-569dcbcdc-7cl6n

ID: 1719271320

Label: noise

Sample length: 1s

_background.000180.wav.2if3v9te.ingestion-569dcbcdc-pdtt9

ID: 1719271702

Label: noise

Sample length: 1s

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

ID: 1719271697

Label: noise

Sample length: 1s

_background.000117.wav.2if3v6ag.ingestion-569dcbcdc-7cl6n

ID: 1719271560

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

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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	12,232
No. of clones	1