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_teil.common_voice_de_20040179.02.wav.2if404qv.ingestion-569dcbcdc-7cl6n

ID: 1719271877

Label: unknown

Sample length: 1s

_unknown.de_auch.common_voice_de_22217675.01.wav.2if400dr.ingestion-569dcbcdc-rrg9v

ID: 1719271787

Label: unknown

Sample length: 1s

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

ID: 1719272060

Label: unknown

Sample length: 1s

_unknown.de_damit.common_voice_de_17736026.02.wav.2if400dr.ingestion-569dcbcdc-pdtt9

ID: 1719271777

Label: unknown

Sample length: 1s

_background.000007.wav.2if3v0ru.ingestion-569dcbcdc-rrg9v

ID: 1719271318

Label: noise

Sample length: 1s

_background.000016.wav.2if3v6oa.ingestion-569dcbcdc-7cl6n

ID: 1719271342

Label: noise

Sample length: 1s

_unknown.es_ser.common_voice_es_20707195.00.wav.2if4084j.ingestion-569dcbcdc-rrg9v

ID: 1719272041

Label: unknown

Sample length: 1s

_background.000092.wav.2if3v56f.ingestion-569dcbcdc-rrg9v

ID: 1719271515

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	10,504
No. of clones	1