Disclosed herein are methods and systems for non-invasively determining the fill level in a container. Further disclosed herein are methods and systems for determining the fill level in a container using a sensor device attached to the outside of the container to generate and detect an audio signal and using the detected audio signal in combination with container specific information and a data driven model to determine the fill level in the container.