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.de_sind.common_voice_de_18416246.00.wav.2if404o2.ingestion-569dcbcdc-rrg9v

ID: 1719271863

Label: unknown

Sample length: 1s

_background.000036.wav.2if3v0vq.ingestion-569dcbcdc-7cl6n

ID: 1719271415

Label: noise

Sample length: 1s

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

ID: 1719272060

Label: unknown

Sample length: 1s

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

ID: 1719271636

Label: noise

Sample length: 1s

_background.000025.wav.2if3uveq.ingestion-569dcbcdc-rrg9v

ID: 1719271360

Label: noise

Sample length: 1s

_background.000068.wav.2if3v3mk.ingestion-569dcbcdc-rrg9v

ID: 1719271472

Label: noise

Sample length: 1s

_background.000115.wav.2if3v68c.ingestion-569dcbcdc-rrg9v

ID: 1719271558

Label: noise

Sample length: 1s

Change color.14

ID: 1719271022

Label: change_color

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

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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	12,620
No. of clones	1