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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_background.000013.wav.2if3v5or.ingestion-569dcbcdc-pdtt9

ID: 1719271322

Label: noise

Sample length: 1s

_background.000035.wav.2if3v0u5.ingestion-569dcbcdc-pdtt9

ID: 1719271372

Label: noise

Sample length: 1s

_background.000105.wav.2if3v5ui.ingestion-569dcbcdc-rrg9v

ID: 1719271538

Label: noise

Sample length: 1s

_background.000046.wav.2if3v1u6.ingestion-569dcbcdc-rrg9v

ID: 1719271403

Label: noise

Sample length: 1s

_unknown.de_diese.common_voice_de_19593167.01.wav.2if4034f.ingestion-569dcbcdc-7cl6n

ID: 1719271800

Label: unknown

Sample length: 1s

_unknown.en_party.common_voice_en_564310.02.wav.2if406u0.ingestion-569dcbcdc-7cl6n

ID: 1719271968

Label: unknown

Sample length: 1s

_background.000149.wav.2if3v8oi.ingestion-569dcbcdc-rrg9v

ID: 1719271626

Label: noise

Sample length: 1s

_unknown.de_für.common_voice_de_18565315.02.wav.2if403bk.ingestion-569dcbcdc-pdtt9

ID: 1719271808

Label: unknown

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	14,734
No. of clones	1