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_yes.common_voice_en_22178573.02.wav.2if407u2.ingestion-569dcbcdc-7cl6n

ID: 1719272033

Label: unknown

Sample length: 1s

_unknown.en_also.common_voice_en_18890751.00.wav.2if404te.ingestion-569dcbcdc-7cl6n

ID: 1719271883

Label: unknown

Sample length: 1s

_background.000110.wav.2if3v6d2.ingestion-569dcbcdc-rrg9v

ID: 1719271583

Label: noise

Sample length: 1s

_unknown.fr_place.common_voice_fr_19204805.00.wav.2if40aa1.ingestion-569dcbcdc-rrg9v

ID: 1719272102

Label: unknown

Sample length: 1s

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

ID: 1719271360

Label: noise

Sample length: 1s

_background.000042.wav.2if3v1j8.ingestion-569dcbcdc-7cl6n

ID: 1719271401

Label: noise

Sample length: 1s

_unknown.de_gegen.common_voice_de_17860417__3.01.wav.2if403br.ingestion-569dcbcdc-7cl6n

ID: 1719271810

Label: unknown

Sample length: 1s

_background.000079.wav.2if3v4dk.ingestion-569dcbcdc-pdtt9

ID: 1719271495

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

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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	14,727
No. of clones	1