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.000146.wav.2if3v85j.ingestion-569dcbcdc-7cl6n

ID: 1719271618

Label: noise

Sample length: 1s

_unknown.rw_kandi.common_voice_rw_21424035.02.wav.2if40b5v.ingestion-569dcbcdc-7cl6n

ID: 1719272160

Label: unknown

Sample length: 1s

_background.000147.wav.2if3v86m.ingestion-569dcbcdc-rrg9v

ID: 1719271636

Label: noise

Sample length: 1s

_background.000063.wav.2if3v3ih.ingestion-569dcbcdc-pdtt9

ID: 1719271432

Label: noise

Sample length: 1s

_background.000118.wav.2if3v6b8.ingestion-569dcbcdc-rrg9v

ID: 1719271562

Label: noise

Sample length: 1s

_unknown.fr_quelques.common_voice_fr_19196586.00.wav.2if40ab5.ingestion-569dcbcdc-7cl6n

ID: 1719272106

Label: unknown

Sample length: 1s

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

ID: 1719271712

Label: noise

Sample length: 1s

_background.000142.wav.2if3v81t.ingestion-569dcbcdc-pdtt9

ID: 1719271607

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	6,549
No. of clones	1