Lóránt Kovács

Acoustic Traffic Monitoring with MEMS Microphones, Concatenated log-Bark Spectrograms and CNN

The conclusion was that the MEMS-microphones could be used to develop edge-AI type sensors for motion’s direction determination and detection of passing vehicle in background noise using the concatenated log-Bark spectrograms converted to grayscale images as input to a CNN-classifier.