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.000195.wav.2if3vaa3.ingestion-569dcbcdc-pdtt9

ID: 1719271722

Label: noise

Sample length: 1s

_background.000061.wav.2if3v3gl.ingestion-569dcbcdc-7cl6n

ID: 1719271448

Label: noise

Sample length: 1s

_background.000086.wav.2if3v4tu.ingestion-569dcbcdc-7cl6n

ID: 1719271493

Label: noise

Sample length: 1s

_unknown.de_was.common_voice_de_18874607.02.wav.2if404n8.ingestion-569dcbcdc-pdtt9

ID: 1719271873

Label: unknown

Sample length: 1s

_background.000178.wav.2if3v9he.ingestion-569dcbcdc-7cl6n

ID: 1719271691

Label: noise

Sample length: 1s

_background.000011.wav.2if3v44n.ingestion-569dcbcdc-pdtt9

ID: 1719271330

Label: noise

Sample length: 1s

_background.000122.wav.2if3v71s.ingestion-569dcbcdc-7cl6n

ID: 1719271581

Label: noise

Sample length: 1s

_unknown.de_selbst.common_voice_de_19648561.02.wav.2if404qd.ingestion-569dcbcdc-pdtt9

ID: 1719271875

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	7,497
No. of clones	1