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.es_esta.common_voice_es_20751946.00.wav.2if40839.ingestion-569dcbcdc-7cl6n

ID: 1719272047

Label: unknown

Sample length: 1s

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

ID: 1719271560

Label: noise

Sample length: 1s

_background.000140.wav.2if3v7n8.ingestion-569dcbcdc-7cl6n

ID: 1719271603

Label: noise

Sample length: 1s

_unknown.rw_umwe.common_voice_rw_21718943.01.wav.2if40b1f.ingestion-569dcbcdc-7cl6n

ID: 1719272166

Label: unknown

Sample length: 1s

_unknown.fr_dix.common_voice_fr_18853094__2.02.wav.2if4090e.ingestion-569dcbcdc-rrg9v

ID: 1719272082

Label: unknown

Sample length: 1s

_background.000138.wav.2if3v7ve.ingestion-569dcbcdc-rrg9v

ID: 1719271597

Label: noise

Sample length: 1s

_unknown.es_sus.common_voice_es_19126418.02.wav.2if4085k.ingestion-569dcbcdc-pdtt9

ID: 1719272035

Label: unknown

Sample length: 1s

_unknown.en_life.common_voice_en_638645.02.wav.2if4062m.ingestion-569dcbcdc-7cl6n

ID: 1719271936

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

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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	13,422
No. of clones	1