Car Whispering: the AI Mechanic
TinyML Audio Event Detection
- Track: Lightning Talks
- Room: L.lightningtalks
- Day: Sunday
- Start: 14:00
- End: 14:20
- Video with Q&A: L.lightningtalks
- Video only: L.lightningtalks
- Chat: Join the conversation!
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.
Speakers
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Eoin Jordan |