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.000157.wav.2if3v91e.ingestion-569dcbcdc-7cl6n

ID: 1719271648

Label: noise

Sample length: 1s

_unknown.ca_actualment.common_voice_ca_22099858.00.wav.2if400du.ingestion-569dcbcdc-pdtt9

ID: 1719271767

Label: unknown

Sample length: 1s

_background.000029.wav.2if3v05o.ingestion-569dcbcdc-7cl6n

ID: 1719271366

Label: noise

Sample length: 1s

_background.000189.wav.2if3va43.ingestion-569dcbcdc-pdtt9

ID: 1719271712

Label: noise

Sample length: 1s

_background.000148.wav.2if3v87d.ingestion-569dcbcdc-pdtt9

ID: 1719271620

Label: noise

Sample length: 1s

_unknown.de_damit.common_voice_de_18243990.00.wav.2if402j8.ingestion-569dcbcdc-7cl6n

ID: 1719271797

Label: unknown

Sample length: 1s

_unknown.en_office.common_voice_en_196402.02.wav.2if406rc.ingestion-569dcbcdc-7cl6n

ID: 1719271960

Label: unknown

Sample length: 1s

_unknown.rw_afite.common_voice_rw_20335231.02.wav.2if40ad0.ingestion-569dcbcdc-rrg9v

ID: 1719272135

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	10,506
No. of clones	1