2025
Using Speakers as Sensors: Detecting Acoustic Loads with Dense Neural Networks and Impedance Features
Purdue Polytechnic Graduate Student Poster Symposium, 2025
Abstract
This research explores innovative methods for utilizing speakers as sensors to detect acoustic loads through the application of dense neural networks and impedance feature analysis. The study demonstrates the potential for repurposing conventional audio equipment for sensing applications, opening new possibilities in the field of electro-acoustics and sensor technology.
Machine Learning
Acoustic Sensing
Neural Networks
Impedance Analysis
Speaker Technology