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.fr_ainsi.common_voice_fr_20542816.01.wav.2if408pf.ingestion-569dcbcdc-7cl6n

ID: 1719272066

Label: unknown

Sample length: 1s

_unknown.fr_ont.common_voice_fr_22497493.02.wav.2if40a1c.ingestion-569dcbcdc-pdtt9

ID: 1719272098

Label: unknown

Sample length: 1s

_background.000056.wav.2if3v2sk.ingestion-569dcbcdc-pdtt9

ID: 1719271442

Label: noise

Sample length: 1s

_unknown.de_dann.common_voice_de_22375066.01.wav.2if4034d.ingestion-569dcbcdc-rrg9v

ID: 1719271806

Label: unknown

Sample length: 1s

_background.000149.wav.2if3v8oi.ingestion-569dcbcdc-rrg9v

ID: 1719271626

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

ID: 1719271432

Label: noise

Sample length: 1s

_unknown.rw_ubu.common_voice_rw_21047651.00.wav.2if40b6c.ingestion-569dcbcdc-7cl6n

ID: 1719272158

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	10,094
No. of clones	1