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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jala.00437

ID: 422551140

Label: jala

Sample length: 1s

on.02857

ID: 422585204

Label: on

Sample length: 1s

off.04267

ID: 422575428

Label: off

Sample length: 1s

lagao.02232

ID: 422568504

Label: lagao

Sample length: 1s

_noise.07717

ID: 422479785

Label: _noise

Sample length: 1s

ac.08211

ID: 422589410

Label: ac

Sample length: 1s

kholo.04474

ID: 422556790

Label: kholo

Sample length: 1s

off.09654

ID: 422570755

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	52,292
No. of clones	3