Image de couverture de livre

Physics-Informed Transfer Learning for Data-Driven Sound Source Reconstruction in Near-Field Acoustic Holography

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Luan, Xinmeng, Pezzoli, Mirco, Antonacci, Fabio, Sarti, Augusto
Format:	Preprint
Publié:	2025
Sujets:	Audio and Speech Processing Sound
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Physics-Informed Neural Network-Driven Sparse Field Discretization Method for Near-Field Acoustic Holography
par: Luan, Xinmeng, et autres
Publié: (2025)

Acoustic source localization in the spherical harmonics domain exploiting low-rank approximations
par: Cobos, Maximo, et autres
Publié: (2023)

Reconstruction of Sound Field through Diffusion Models
par: Miotello, Federico, et autres
Publié: (2023)

Implicit neural representation with physics-informed neural networks for the reconstruction of the early part of room impulse responses
par: Pezzoli, Mirco, et autres
Publié: (2023)

Room Transfer Function Reconstruction Using Complex-valued Neural Networks and Irregularly Distributed Microphones
par: Ronchini, Francesca, et autres
Publié: (2024)

Phase-Retrieval-Based Physics-Informed Neural Networks For Acoustic Magnitude Field Reconstruction
par: Schrader, Karl, et autres
Publié: (2026)

A Physics-Informed Neural Network-Based Approach for the Spatial Upsampling of Spherical Microphone Arrays
par: Miotello, Federico, et autres
Publié: (2024)

Low-Rank Adaptation of Deep Prior Neural Networks For Room Impulse Response Reconstruction
par: Pezzoli, Mirco, et autres
Publié: (2025)

Interpreting End-to-End Deep Learning Models for Speech Source Localization Using Layer-wise Relevance Propagation
par: Comanducci, Luca, et autres
Publié: (2024)

Physics-Informed Machine Learning For Sound Field Estimation
par: Koyama, Shoichi, et autres
Publié: (2024)

A Zero-Shot Physics-Informed Dictionary Learning Approach for Sound Field Reconstruction
par: Damiano, Stefano, et autres
Publié: (2024)

Physics-Informed Neural Network for Volumetric Sound field Reconstruction of Speech Signals
par: Olivieri, Marco, et autres
Publié: (2024)

Acoustic Field Reconstruction in Tubes via Physics-Informed Neural Networks
par: Luan, Xinmeng, et autres
Publié: (2025)

Towards HRTF Personalization using Denoising Diffusion Models
par: Sánchez, Juan Camilo Albarracín, et autres
Publié: (2025)

VR-PTOLEMAIC: A Virtual Environment for the Perceptual Testing of Spatial Audio Algorithms
par: Ostan, Paolo, et autres
Publié: (2025)

DiffusionRIR: Room Impulse Response Interpolation using Diffusion Models
par: Della Torre, Sagi, et autres
Publié: (2025)

Boundary-Informed Sound Field Reconstruction
par: Sundström, David, et autres
Publié: (2025)

MambaFoley: Foley Sound Generation using Selective State-Space Models
par: Colombo, Marco Furio, et autres
Publié: (2024)

Sound Field Reconstruction Using a Compact Acoustics-informed Neural Network
par: Ma, Fei, et autres
Publié: (2024)

Sound Field Synthesis with Acoustic Waves
par: Mansour, Mohamed F.
Publié: (2024)

Past, Present, and Future of Spatial Audio and Room Acoustics
par: Koyama, Shoichi, et autres
Publié: (2025)

Physics-Informed Direction-Aware Neural Acoustic Fields
par: Masuyama, Yoshiki, et autres
Publié: (2025)

HOMULA-RIR: A Room Impulse Response Dataset for Teleconferencing and Spatial Audio Applications Acquired Through Higher-Order Microphones and Uniform Linear Microphone Arrays
par: Miotello, Federico, et autres
Publié: (2024)

A Steered Response Power Method for Sound Source Localization With Generic Acoustic Models
par: Müller, Kaspar, et autres
Publié: (2025)

PAGURI: a user experience study of creative interaction with text-to-music models
par: Ronchini, Francesca, et autres
Publié: (2024)

Localizing Acoustic Energy in Sound Field Synthesis by Directionally Weighted Exterior Radiation Suppression
par: Tomita, Yoshihide, et autres
Publié: (2024)

Efficient Sound Field Reconstruction with Conditional Invertible Neural Networks
par: Karakonstantis, Xenofon, et autres
Publié: (2024)

Polyphonia: Zero-Shot Timbre Transfer in Polyphonic Music with Acoustic-Informed Attention Calibration
par: Li, Haowen, et autres
Publié: (2026)

Synthetic training set generation using text-to-audio models for environmental sound classification
par: Ronchini, Francesca, et autres
Publié: (2024)

Identification of Physical Properties in Acoustic Tubes Using Physics-Informed Neural Networks
par: Yokota, Kazuya, et autres
Publié: (2024)

Sound Field Translation and Mixed Source Model for Virtual Applications with Perceptual Validation
par: Birnie, Lachlan, et autres
Publié: (2020)

Toward Deep Drum Source Separation
par: Mezza, Alessandro Ilic, et autres
Publié: (2023)

Leveraging Sound Source Trajectories for Universal Sound Separation
par: Wu, Donghang, et autres
Publié: (2024)

Synthesis of Soundfields through Irregular Loudspeaker Arrays Based on Convolutional Neural Networks
par: Comanducci, Luca, et autres
Publié: (2022)

Where's That Voice Coming? Continual Learning for Sound Source Localization
par: Xiao, Yang, et autres
Publié: (2024)

Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer
par: Hu, Hu, et autres
Publié: (2025)

Analytic Class Incremental Learning for Sound Source Localization with Privacy Protection
par: Qian, Xinyuan, et autres
Publié: (2024)

Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification
par: Ronchini, Francesca, et autres
Publié: (2025)

Fast Algorithm for Moving Sound Source
par: Yang, Dong
Publié: (2025)

Joint Analysis of Acoustic Scenes and Sound Events Based on Semi-Supervised Training of Sound Events With Partial Labels
par: Imoto, Keisuke
Publié: (2025)