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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fan.00869

ID: 422616604

Label: fan

Sample length: 1s

batti.05197

ID: 422601118

Label: batti

Sample length: 1s

on.08766

ID: 422580123

Label: on

Sample length: 1s

band.02337

ID: 422503316

Label: band

Sample length: 1s

tv.08692

ID: 422652148

Label: tv

Sample length: 1s

bujha.00104

ID: 422519792

Label: bujha

Sample length: 1s

light.03584

ID: 422625624

Label: light

Sample length: 1s

jala.00960

ID: 422550682

Label: jala

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	42,071
No. of clones	3