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_ubu.common_voice_rw_21047651.00.wav.2if40b6c.ingestion-569dcbcdc-7cl6n

ID: 1719272158

Label: unknown

Sample length: 1s

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

ID: 1719271581

Label: noise

Sample length: 1s

_unknown.en_yes.common_voice_en_22178573.02.wav.2if407u2.ingestion-569dcbcdc-7cl6n

ID: 1719272033

Label: unknown

Sample length: 1s

_unknown.en_many.common_voice_en_21677719.00.wav.2if406m5.ingestion-569dcbcdc-7cl6n

ID: 1719271942

Label: unknown

Sample length: 1s

_background.000062.wav.2if3v3i6.ingestion-569dcbcdc-rrg9v

ID: 1719271446

Label: noise

Sample length: 1s

_unknown.de_damit.common_voice_de_17736026.02.wav.2if400dr.ingestion-569dcbcdc-pdtt9

ID: 1719271777

Label: unknown

Sample length: 1s

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

ID: 1719271875

Label: unknown

Sample length: 1s

_unknown.en_party.common_voice_en_564310.02.wav.2if406u0.ingestion-569dcbcdc-7cl6n

ID: 1719271968

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	8,653
No. of clones	1