Hindustan Smart Automation Technologies / AanyaNoNoise Public

Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

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AanyaNoNoise

Keyword spotting

About this project

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Data (169,990 samples)

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bujha.01509

ID: 422517925

Label: bujha

Sample length: 1s

chalu.00436

ID: 422541995

Label: chalu

Sample length: 1s

band.04077

ID: 422499957

Label: band

Sample length: 1s

fan.07893

ID: 422608504

Label: fan

Sample length: 1s

light.05278

ID: 422623152

Label: light

Sample length: 1s

kholo.08333

ID: 422553146

Label: kholo

Sample length: 1s

jala.07942

ID: 422544294

Label: jala

Sample length: 1s

off.06334

ID: 422573622

Label: off

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

94.6%

Test set

91.3%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

415 ms.

Peak RAM usage

13.0K

Flash usage

29.6K

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Dataset summary

Data collected

47h 13m 10s

Sensor

audio @ 16KHz

Labels

aanya, ac, band, batti, bujha and 12 others

Project info

Project ID	267092
Project version	2
License	Apache 2.0
No. of views	49,149
No. of clones	3