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.en_system.common_voice_en_18696301.02.wav.2if407p7.ingestion-569dcbcdc-pdtt9

ID: 1719272005

Label: unknown

Sample length: 1s

_background.000031.wav.2if3v06h.ingestion-569dcbcdc-pdtt9

ID: 1719271368

Label: noise

Sample length: 1s

_unknown.de_durch.common_voice_de_18417809.00.wav.2if4034f.ingestion-569dcbcdc-pdtt9

ID: 1719271820

Label: unknown

Sample length: 1s

_unknown.en_show.common_voice_en_20490909.02.wav.2if407jm.ingestion-569dcbcdc-rrg9v

ID: 1719271986

Label: unknown

Sample length: 1s

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

ID: 1719271603

Label: noise

Sample length: 1s

Change color.6

ID: 1719270980

Label: change_color

Sample length: 1s

_unknown.fr_alors.common_voice_fr_19617934.01.wav.2if408re.ingestion-569dcbcdc-rrg9v

ID: 1719272060

Label: unknown

Sample length: 1s

_background.000033.wav.2if3v0am.ingestion-569dcbcdc-pdtt9

ID: 1719271380

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	8,779
No. of clones	1