Deep Prior Approach for Room Impulse Response Reconstruction

In this paper, we propose a data-driven approach for the reconstruction of unknown room impulse responses (RIRs) based on the deep prior paradigm. We formulate RIR reconstruction as an inverse problem. More specifically, a convolutional neural network (CNN) is employed prior, in order to obtain a re...

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Bibliographic Details
Published in:Sensors
Main Authors: Mirco Pezzoli, Davide Perini, Alberto Bernardini, Federico Borra, Fabio Antonacci, Augusto Sarti
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Subjects:
room impulse response
convolutional neural networks (CNNs)
interpolation
sound field reconstruction
inverse problems
Online Access:https://www.mdpi.com/1424-8220/22/7/2710

Internet

https://www.mdpi.com/1424-8220/22/7/2710

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