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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chalu.07883

ID: 422534485

Label: chalu

Sample length: 1s

pankha.03636

ID: 422641373

Label: pankha

Sample length: 1s

tv.00839

ID: 422671118

Label: tv

Sample length: 1s

light.00943

ID: 422629503

Label: light

Sample length: 1s

on.00004

ID: 422587855

Label: on

Sample length: 1s

kholo.03174

ID: 422557943

Label: kholo

Sample length: 1s

on.03879

ID: 422584320

Label: on

Sample length: 1s

_noise.00614

ID: 422490031

Label: _noise

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	62,950
No. of clones	3