02.08 Machine Learning Approaches in Vibro-Acoustics

Hourly Schedule


Abstract Title: A Sound Insulation Prediction Model for Wooden Buildings Using Neural Networks



Last Logged in: May 20, 2021 03:24 pm

Abstract ID: 1678


Abstract Title: Vibration soft sensor development and their implementation in the industrial development process

Daniel Kreuter


Last Logged in: Jun 8, 2021 01:36 pm

Abstract ID: 1759


Abstract Title: Deep learning-based single point sound source localization in spherical microphone arrays

Soo Young Lee


Last Logged in: May 20, 2021 02:31 am

Abstract ID: 2094


Abstract Title: Optimizing the acoustic properties of a meta-material using machine learning techniques

Alessandro Casaburo


Last Logged in: Jun 1, 2021 09:06 pm

Abstract ID: 2294


Abstract Title: Explainable machine learning: A case study on impedance tube measurements

Merten Stender


Last Logged in: May 13, 2021 11:07 am

Abstract ID: 2342


Abstract Title: Partial discharge monitoring using deep neural networks with acoustic emission

Saichand Gourishetti


Last Logged in: Jun 13, 2021 12:10 pm

Abstract ID: 2373


Abstract Title: Investigating the influence of microphone mismatch for acoustic traffic monitoring

Saichand Gourishetti


Last Logged in: Jun 13, 2021 12:10 pm

Abstract ID: 2375


Abstract Title: Experimental force reconstruction on plates of arbitrary shape using neural networks

Tyler Dare


Last Logged in: Jun 7, 2021 12:51 pm

Abstract ID: 2397


Abstract Title: Generative Adversarial Neural Network for Semi-supervised Planetary Gearbox Fault Diagnosis

Gyuwon Kim


Last Logged in: Jun 9, 2021 12:27 am

Abstract ID: 2479


Abstract Title: On-ice anthropogenic acoustic 2-D tracking with deep neural networks

Steven Whitaker


Last Logged in: Apr 12, 2021 01:05 pm

Abstract ID: 2677


Abstract Title: Background Noise Removal Technique using Deep Learning Segmentation Network without Segmentation Map

Hyunsuk Huh


Last Logged in: Jun 8, 2021 10:53 pm

Abstract ID: 2705


Abstract Title: Data-driven Frequency Response Function Super-resolution for improved Experimental Modal Analysis on violin plates

Raffaele Malvermi


Last Logged in: Mar 1, 2021 08:57 am

Abstract ID: 2881