frostdev03 / KeywordSpottingDirectionIndonesia Public

Target: ESP32-S3-Zero Clone this project

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KeywordSpottingDirectionIndonesia

Keyword spotting

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Data (1,800 samples)

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stop.6q3g0n41.s2

ID: 2924679446

Label: stop

Sample length: 1,000ms

derau.6q3fnu3m.s5

ID: 2924682244

Label: derau

Sample length: 1,000.062ms

stop.6q3epd1a.s2

ID: 2924682103

Label: stop

Sample length: 1,000ms

kanan.6q3dtmp5.s7

ID: 2924153492

Label: kanan

Sample length: 1,000ms

kiri.6q3engr5.s7

ID: 2924187074

Label: kiri

Sample length: 1,000.062ms

maju.6q52m135.s2

ID: 2925033314

Label: maju

Sample length: 1,000.062ms

kanan.6q3dug2p.s7

ID: 2924153046

Label: kanan

Sample length: 1,000ms

kiri.6q4mfi50.s9

ID: 2924733358

Label: kiri

Sample length: 1,000.063ms

Model accuracy, Impulse #1 (Unoptimized (float32))

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Validation set

99.3%

Test set

98.6%

On-device performance (ESP32-S3-Zero, Quantized (int8))

Latency

667 ms.

Peak RAM usage

18.4K

Flash usage

31.5K

Run this model

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Dataset summary

Data collected

29m 60s

Sensor

audio @ 16.1KHz

Labels

derau, kanan, kiri, maju, mundur, stop

Project info

Project ID	1018573
License	3-Clause BSD
No. of views	819
No. of clones	0