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.000092.wav.2if3v56f.ingestion-569dcbcdc-rrg9v

ID: 1719271515

Label: noise

Sample length: 1s

_unknown.en_people.common_voice_en_62680.02.wav.2if406vn.ingestion-569dcbcdc-rrg9v

ID: 1719271970

Label: unknown

Sample length: 1s

_unknown.en_girl.common_voice_en_651930.01.wav.2if405oa.ingestion-569dcbcdc-rrg9v

ID: 1719271932

Label: unknown

Sample length: 1s

_unknown.de_ihr.common_voice_de_18600626.01.wav.2if403ct.ingestion-569dcbcdc-pdtt9

ID: 1719271816

Label: unknown

Sample length: 1s

_background.000158.wav.2if3v91k.ingestion-569dcbcdc-7cl6n

ID: 1719271650

Label: noise

Sample length: 1s

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

ID: 1719271972

Label: unknown

Sample length: 1s

_unknown.ca_dia.common_voice_ca_22312946__4.01.wav.2if400ds.ingestion-569dcbcdc-pdtt9

ID: 1719271763

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

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	11,131
No. of clones	1