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06/20/2023
Implicit neural representation with physics-informed neural networks for the reconstruction of the early part of room impulse responses
Recently deep learning and machine learning approaches have been widely ...
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03/15/2023
Acoustic source localization in the spherical harmonics domain exploiting low-rank approximations
Acoustic signal processing in the spherical harmonics domain (SHD) is an...
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03/31/2021
Near field Acoustic Holography on arbitrary shapes using Convolutional Neural Network
Near-field Acoustic Holography (NAH) is a well-known problem aimed at es...
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02/14/2021
Parametric Optimization of Violin Top Plates using Machine Learning
We recently developed a neural network that receives as input the geomet...
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02/03/2021
A Data-Driven Approach to Violin Making
Of all the characteristics of a violin, those that concern its shape are...
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04/30/2020
Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching
The performance of machine learning algorithms is known to be negatively...
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02/03/2020