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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ac.07141

ID: 422590369

Label: ac

Sample length: 1s

kholo.07983

ID: 422553447

Label: kholo

Sample length: 1s

off.03233

ID: 422576292

Label: off

Sample length: 1s

light.02555

ID: 422627149

Label: light

Sample length: 1s

on.03518

ID: 422584631

Label: on

Sample length: 1s

batti.06755

ID: 422599779

Label: batti

Sample length: 1s

pankha.07063

ID: 422635309

Label: pankha

Sample length: 1s

off.09457

ID: 422570950

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	46,983
No. of clones	3