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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_background.000188.wav.2if3va2f.ingestion-569dcbcdc-rrg9v

ID: 1719271716

Label: noise

Sample length: 1s

_background.000139.wav.2if3v815.ingestion-569dcbcdc-pdtt9

ID: 1719271601

Label: noise

Sample length: 1s

_background.000099.wav.2if3v5mn.ingestion-569dcbcdc-7cl6n

ID: 1719271525

Label: noise

Sample length: 1s

_unknown.en_world.common_voice_en_21867428.02.wav.2if407tf.ingestion-569dcbcdc-rrg9v

ID: 1719272027

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.en_known.common_voice_en_20974088.01.wav.2if405tg.ingestion-569dcbcdc-7cl6n

ID: 1719271928

Label: unknown

Sample length: 1s

_unknown.rw_aho.common_voice_rw_21323736.01.wav.2if40asd.ingestion-569dcbcdc-pdtt9

ID: 1719272121

Label: unknown

Sample length: 1s

_background.000008.wav.2if3v249.ingestion-569dcbcdc-rrg9v

ID: 1719271352

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	8,563
No. of clones	1