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.rw_iki.common_voice_rw_21042164.02.wav.2if40b5e.ingestion-569dcbcdc-7cl6n

ID: 1719272145

Label: unknown

Sample length: 1s

_unknown.en_take.common_voice_en_487916.00.wav.2if407pf.ingestion-569dcbcdc-7cl6n

ID: 1719272003

Label: unknown

Sample length: 1s

_unknown.de_selbst.common_voice_de_19068453.00.wav.2if404qc.ingestion-569dcbcdc-pdtt9

ID: 1719271871

Label: unknown

Sample length: 1s

_unknown.en_east.common_voice_en_648686.00.wav.2if405ns.ingestion-569dcbcdc-pdtt9

ID: 1719271912

Label: unknown

Sample length: 1s

_background.000088.wav.2if3v51f.ingestion-569dcbcdc-7cl6n

ID: 1719271505

Label: noise

Sample length: 1s

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

ID: 1719271691

Label: noise

Sample length: 1s

_unknown.ca_cinc.common_voice_ca_20973941.02.wav.2if400dv.ingestion-569dcbcdc-rrg9v

ID: 1719271775

Label: unknown

Sample length: 1s

Change color.11

ID: 1719271002

Label: change_color

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	6,727
No. of clones	1