Perfect coffee roasting
with TinyML sound sensing

Jon Nordby
jon@soundsensing.no
tinyML EMEA 2021

Roest

Roasting coffee

Doing it manually

Automatic First Crack Detection

Demo video

Summary

Benefits of fully automated roasting

  • Operator can do other things while machine runs
  • Improved consistency over time and operators
  • Works well regardless of operator skill level

Summary

  • Acoustic detection of first crack
  • Shipping on Roest coffee roasters since 2020
  • Using TinyML solution developed by Soundsensing

Want to sense activities or monitor machinery
using sound and machine learning?


contact@soundsensing.no

TinyML EMEA 2021: Perfect coffee roasting with TinyML sound sensing

Jon Nordby
jon@soundsensing.no

Bonus

Bonus slides after this point

More resources

Machine Hearing. ML on Audio

Machine Learning for Embedded / IoT

Thesis Report & Code

Want the worlds best coffee roaster?


sales@roestcoffee.com