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.000047.wav.2if3v1pk.ingestion-569dcbcdc-pdtt9

ID: 1719271421

Label: noise

Sample length: 1s

_unknown.en_house.common_voice_en_128097.01.wav.2if405sk.ingestion-569dcbcdc-rrg9v

ID: 1719271930

Label: unknown

Sample length: 1s

_unknown.en_language.common_voice_en_487566.01.wav.2if4060a.ingestion-569dcbcdc-rrg9v

ID: 1719271956

Label: unknown

Sample length: 1s

_background.000035.wav.2if3v0u5.ingestion-569dcbcdc-pdtt9

ID: 1719271372

Label: noise

Sample length: 1s

_background.000159.wav.2if3v91r.ingestion-569dcbcdc-rrg9v

ID: 1719271652

Label: noise

Sample length: 1s

_background.000117.wav.2if3v6ag.ingestion-569dcbcdc-7cl6n

ID: 1719271560

Label: noise

Sample length: 1s

_background.000165.wav.2if3v93s.ingestion-569dcbcdc-pdtt9

ID: 1719271663

Label: noise

Sample length: 1s

_unknown.de_damit.common_voice_de_18243990.00.wav.2if402j8.ingestion-569dcbcdc-7cl6n

ID: 1719271797

Label: unknown

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	12,231
No. of clones	1