Online / 5 & 6 February 2022


Car Whispering: the AI Mechanic

TinyML Audio Event Detection

Embedded Machine learning is a fascinating subject that I am researching as part of my PhD. Several years ago, a buddy (Pearse Gough) and I discussed audio fault detection for common faults, but the technology was less accessible and primarily cloud dependant.

Running TinyML on an ESP32 Microcontroller or Arduino BLE Sense with a microphone, I will demonstrate fault detection through audio event detection on a vehicle. Using a pre-trained model of audio events, running on an MCU with a microphone. I will also share my model and code via Edge Impulse and Git.


Photo of Eoin Jordan Eoin Jordan