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.000097.wav.2if3v5j7.ingestion-569dcbcdc-rrg9v

ID: 1719271517

Label: noise

Sample length: 1s

_background.000031.wav.2if3v06h.ingestion-569dcbcdc-pdtt9

ID: 1719271368

Label: noise

Sample length: 1s

_background.000000.wav.2if3utsd.ingestion-569dcbcdc-7cl6n

ID: 1719271326

Label: noise

Sample length: 1s

_unknown.es_sus.common_voice_es_19126418.02.wav.2if4085k.ingestion-569dcbcdc-pdtt9

ID: 1719272035

Label: unknown

Sample length: 1s

_unknown.de_noch.common_voice_de_19006778.00.wav.2if404he.ingestion-569dcbcdc-7cl6n

ID: 1719271842

Label: unknown

Sample length: 1s

_background.000005.wav.2if3uvoh.ingestion-569dcbcdc-pdtt9

ID: 1719271332

Label: noise

Sample length: 1s

_background.000069.wav.2if3v3el.ingestion-569dcbcdc-pdtt9

ID: 1719271466

Label: noise

Sample length: 1s

_background.000003.wav.2if3uv0m.ingestion-569dcbcdc-rrg9v

ID: 1719271346

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	7,508
No. of clones	1