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_was.common_voice_de_18874607.02.wav.2if404n8.ingestion-569dcbcdc-pdtt9

ID: 1719271873

Label: unknown

Sample length: 1s

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

ID: 1719272062

Label: unknown

Sample length: 1s

_unknown.ca_mateix.common_voice_ca_21702106.00.wav.2if400dt.ingestion-569dcbcdc-pdtt9

ID: 1719271785

Label: unknown

Sample length: 1s

_background.000052.wav.2if3v2qg.ingestion-569dcbcdc-pdtt9

ID: 1719271413

Label: noise

Sample length: 1s

_unknown.de_keine.common_voice_de_19795262.02.wav.2if403dl.ingestion-569dcbcdc-pdtt9

ID: 1719271850

Label: unknown

Sample length: 1s

_unknown.de_dies.common_voice_de_19467745.02.wav.2if4034e.ingestion-569dcbcdc-pdtt9

ID: 1719271802

Label: unknown

Sample length: 1s

_unknown.de_was.common_voice_de_17639867.00.wav.2if404j3.ingestion-569dcbcdc-pdtt9

ID: 1719271887

Label: unknown

Sample length: 1s

_unknown.en_old.common_voice_en_72067.01.wav.2if406ta.ingestion-569dcbcdc-rrg9v

ID: 1719271972

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

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	11,110
No. of clones	1