Fabio Antonacci

Orcid: 0000-0003-4545-0315

According to our database1, Fabio Antonacci authored at least 142 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Synthesis of soundfields through irregular loudspeaker arrays based on convolutional neural networks.
EURASIP J. Audio Speech Music. Process., December, 2024

Acoustic Imaging With Circular Microphone Array: A New Approach for Sound Field Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Deep Prior-Based Audio Inpainting Using Multi-Resolution Harmonic Convolutional Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

A Compressive Sensing Approach for the Reconstruction of the Soundfield Produced by Directive Sources in Reverberant Rooms.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Interpreting End-to-End Deep Learning Models for Speech Source Localization Using Layer-wise Relevance Propagation.
CoRR, 2024

Synthesizing Soundscapes: Leveraging Text-to-Audio Models for Environmental Sound Classification.
CoRR, 2024

Room transfer function reconstruction using complex-valued neural networks and irregularly distributed microphones.
CoRR, 2024

2023
Variational Autoencoders for chord sequence generation conditioned on Western harmonic music complexity.
EURASIP J. Audio Speech Music. Process., December, 2023

Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions].
IEEE Signal Process. Mag., September, 2023

Two-Stage Beamforming With Arbitrary Planar Arrays of Differential Microphone Array Units.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Reconstruction of Sound Field through Diffusion Models.
CoRR, 2023

Implicit neural representation with physics-informed neural networks for the reconstruction of the early part of room impulse responses.
CoRR, 2023

Similarity Evaluation of Violin Directivity Patterns for Musical Instrument Retrieval.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Timbre Transfer Using Image-to-Image Denoising Diffusion Implicit Models.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Real-Time Multichannel Speech Separation and Enhancement Using a Beamspace-Domain-Based Lightweight CNN.
Proceedings of the IEEE International Conference on Acoustics, 2023

Zero-Shot Anomalous Sound Detection in Domestic Environments Using Large-Scale Pretrained Audio Pattern Recognition Models.
Proceedings of the IEEE International Conference on Acoustics, 2023

Grad-CAM-Inspired Interpretation of Nearfield Acoustic Holography using Physics-Informed Explainable Neural Network.
Proceedings of the IEEE International Conference on Acoustics, 2023

Acoustic Source Localization in the Spherical Harmonics Domain Exploiting Low-Rank Approximations.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Group Dictionary Equivalent Source Method for Sparse Nearfield Acoustic Holography.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Deep Prior Approach for Room Impulse Response Reconstruction.
Sensors, 2022

A Deep Learning-Based Pressure Matching Approach To Soundfield Synthesis.
Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

Sparsity-Based Sound Field Separation in the Spherical Harmonics Domain.
Proceedings of the IEEE International Conference on Acoustics, 2022

A Data-Driven Approach for Acoustic Parameter Similarity Estimation of Speech Recording.
Proceedings of the IEEE International Conference on Acoustics, 2022

Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach.
Proceedings of the IEEE International Conference on Acoustics, 2022

On the Prediction of the Frequency Response of a Wooden Plate from Its Mechanical Parameters.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Ray-Space-Based Multichannel Nonnegative Matrix Factorization for Audio Source Separation.
IEEE Signal Process. Lett., 2021

A Physics-Informed Neural Network Approach for Nearfield Acoustic Holography.
Sensors, 2021

Audio Information Retrieval and Musical Acoustics.
IEEE Instrum. Meas. Mag., 2021

Synthetic speech detection through short-term and long-term prediction traces.
EURASIP J. Inf. Secur., 2021

Feature-based Representation for Violin Bridge Admittances.
CoRR, 2021

Parametric Optimization of Violin Top Plates using Machine Learning.
CoRR, 2021

A Data-Driven Approach to Violin Making.
CoRR, 2021

Prediction of Missing Frequency Response Functions Through Deep Image Prior.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Soundfield Reconstruction in Reverberant Rooms Based on Compressive Sensing and Image-Source Models of Early Reflections.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Sparse Recovery Beamforming and Upscaling in the Ray Space.
Proceedings of the IEEE International Conference on Acoustics, 2021

Arrays of First-Order Steerable Differential Microphones.
Proceedings of the IEEE International Conference on Acoustics, 2021

Interpolation of Irregularly Sampled Frequency Response Functions Using Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021

Near field Acoustic Holography on arbitrary shapes using Convolutional Neural Network.
Proceedings of the 29th European Signal Processing Conference, 2021

Do Deepfakes Feel Emotions? A Semantic Approach to Detecting Deepfakes via Emotional Inconsistencies.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
3D Room Geometry Inference Using a Linear Loudspeaker Array and a Single Microphone.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

A Parametric Approach to Virtual Miking for Sources of Arbitrary Directivity.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Source Localization Using Distributed Microphones in Reverberant Environments Based on Deep Learning and Ray Space Transform.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Frequency-Sliding Generalized Cross-Correlation: A Sub-Band Time Delay Estimation Approach.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

A Methodology for the Robust Estimation of the Radiation Pattern of Acoustic Sources.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Efficient Implementations of First-Order Steerable Differential Microphone Arrays With Arbitrary Planar Geometry.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Open Set Audio Classification Using Autoencoders Trained on Few Data.
Sensors, 2020

Speech Audio Splicing Detection and Localization Exploiting Reverberation Cues.
Proceedings of the 12th IEEE International Workshop on Information Forensics and Security, 2020

Time Difference of Arrival Estimation from Frequency-Sliding Generalized Cross-Correlations Using Convolutional Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Adaptive Metronome Technique for Mitigating the Impact of Latency in Networked Music Performances.
Proceedings of the 27th Conference of Open Innovations Association, 2020

A Methodology for the Estimation of Propagation Speed of Longitudinal Waves in Tone Wood.
Proceedings of the 28th European Signal Processing Conference, 2020

A Fast Ray Space Transform for Wave Field Processing using Acoustic Arrays.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Uniform Linear Arrays of First-Order Steerable Differential Microphones.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Automatic Reliability Estimation for Speech Audio Surveillance Recordings.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2019

2018
Wave Digital Implementation of Robust First-Order Differential Microphone Arrays.
IEEE Signal Process. Lett., 2018

Adding Sparse Recovery to Projective Ray Space Analysis.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

A Methodology for Sound Scene Manipulation Based on the Ray Space Transform.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Ray Space Transform Interpolation with Convolutional Autoencoder.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

A Denoising Methodology for Higher Order Ambisonics Recordings.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Estimation of the Sound Field at Arbitrary Positions in Distributed Microphone Networks Based on Distributed Ray Space Transform.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Weighted Least Squares Beam Shaping Technique for Sound Field Control.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Reconstruction of the Virtual Microphone Signal Based on the Distributed Ray Space Transform.
Proceedings of the 26th European Signal Processing Conference, 2018

Beat Tracking using Recurrent Neural Network: A Transfer Learning Approach.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Wireless Acoustic Sensor Networks and Applications.
Wirel. Commun. Mob. Comput., 2017

A Survey of Sound Source Localization Methods in Wireless Acoustic Sensor Networks.
Wirel. Commun. Mob. Comput., 2017

Distributed 3D Source Localization from 2D DOA Measurements Using Multiple Linear Arrays.
Wirel. Commun. Mob. Comput., 2017

A Geometrical-Statistical Approach to Outlier Removal for TDOA Measurements.
IEEE Trans. Signal Process., 2017

Source localization and denoising: a perspective from the TDOA space.
Multidimens. Syst. Signal Process., 2017

The Algebro-geometric Study of Range Maps.
J. Nonlinear Sci., 2017

On the statistical model of source localization based on Range Difference measurements.
J. Frankl. Inst., 2017

Ray space analysis with sparse recovery.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Localization of acoustic sources in the ray space for distributed microphone sensors.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Using multi-dimensional correlation for matching and alignment of MoCap and video signals.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Dictionary-based Equivalent Source Method for Near-Field Acoustic Holography.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Extraction of acoustic sources for multiple arrays based on the ray space transform.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017

Feature-based characterization of violin timbre.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
3D Beam Tracing Based on Visibility Lookup for Interactive Acoustic Modeling.
IEEE Trans. Vis. Comput. Graph., 2016

The Ray Space Transform: A New Framework for Wave Field Processing.
IEEE Trans. Signal Process., 2016

Extraction of Acoustic Sources Through the Processing of Sound Field Maps in the Ray Space.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

A Geometrical-Statistical approach to outlier removal for TDOA measuments.
CoRR, 2016

An informed separation algorithm based on sound field mapping for speech recognition systems.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

A robust data-independent near-field beamformer for linear microphone arrays.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

A low-cost solution to 3D pinna modeling for HRTF prediction.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A linear operator for the computation of soundfield maps.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Multiview Soundfield Imaging in the Projective Ray Space.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

A Robust and Low-Complexity Source Localization Algorithm for Asynchronous Distributed Microphone Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

TDOA denoising for acoustic source localization.
CoRR, 2015

Resolution issues in soundfield imaging: A multiresolution approach to multiple source localization.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

High resolution imaging of acoustic reflections with spherical microphone arrays.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

A plenacoustic approach to acoustic signal extraction.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Forensic and anti-forensic analysis of indoor/outdoor classifiers based on acoustic clues.
Proceedings of the 23rd European Signal Processing Conference, 2015

A methodology for estimating the radiation pattern of a violin during the performance.
Proceedings of the 23rd European Signal Processing Conference, 2015

An unsupervised approach to the semantic description of the sound quality of violins.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Estimation of Acoustic Reflection Coefficients Through Pseudospectrum Matching.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

TDOA-based acoustic source localization in the space-range reference frame.
Multidimens. Syst. Signal Process., 2014

A Robust Geometric Approach to Room Compensation for Sound Field Rendering.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014

A comprehensive analysis of the geometry of TDOA maps in localisation problems.
CoRR, 2014

Robust beamforming under uncertainties in the loudspeakers directivity pattern.
Proceedings of the IEEE International Conference on Acoustics, 2014

A geometrical approach to room compensation for sound field rendering applications.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Soundfield Imaging in the Ray Space.
IEEE ACM Trans. Audio Speech Lang. Process., 2013

Acoustic Source Localization With Distributed Asynchronous Microphone Networks.
IEEE Trans. Speech Audio Process., 2013

Estimation of room dimensions from a single impulse response.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Deconvolution of plenacoustic images.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Rendering of directional sources through loudspeaker arrays based on plane wave decomposition.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Localization of virtual acoustic sources based on the Hough transform for sound field rendering applications.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Localization of Acoustic Sources Through the Fitting of Propagation Cones Using Multiple Independent Arrays.
IEEE Trans. Speech Audio Process., 2012

Inference of Room Geometry From Acoustic Impulse Responses.
IEEE Trans. Speech Audio Process., 2012

Plenacoustic Imaging in the Ray Space.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

Reflection Coefficient Estimation by Pseudospectrum Matching.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

Exact Localization of Planar Acoustic Reflectors in Three-Dimensional Geometries.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

A Psychoacoustic-Based Analysis of the Impact of Pre-Echoes and Post-Echoes in Soundfield Rendering Applications.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

Self-calibration of microphone arrays from measurement of Times of Arrival of acoustic signals.
Proceedings of the 5th International Symposium on Communications, 2012

Localization of planar acoustic reflectors from the combination of linear estimates.
Proceedings of the 20th European Signal Processing Conference, 2012

A room-compensated virtual surround system exploiting early reflections in a reverberant room.
Proceedings of the 20th European Signal Processing Conference, 2012

2011

Exact localization of acoustic reflectors from quadratic constraints.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

From direction of arrival estimates to localization of planar reflectors in a two dimensional geometry.
Proceedings of the IEEE International Conference on Acoustics, 2011

A methodology for evaluating the accuracy of wave field rendering techniques.
Proceedings of the IEEE International Conference on Acoustics, 2011

Localization of planar acoustic reflectors through emission of controlled stimuli.
Proceedings of the 19th European Signal Processing Conference, 2011

Robust inference of room geometry from acoustic measurements using the hough transform.
Proceedings of the 19th European Signal Processing Conference, 2011

An angular frequency domain metric for the evaluation of wave field rendering techniques.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Two-Dimensional Beam Tracing from Visibility Diagrams for Real-Time Acoustic Rendering.
EURASIP J. Adv. Signal Process., 2010

Geometric calibration of distributed microphone arrays from acoustic source correspondences.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Visibility-based beam tracing for soundfield rendering.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Geometric reconstruction of the environment from its response to multiple acoustic emissions.
Proceedings of the IEEE International Conference on Acoustics, 2010

Wave-based and Geometric Representations of Sound Fields.
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010

2009
Soundfield rendering with loudspeaker arrays through multiple beam shaping.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Geometric calibration of distributed microphone arrays.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Acoustic reconstruction of the geometry of an environment through acquisition of a controlled emission.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Fast Tracing of Acoustic Beams and Paths Through Visibility Lookup.
IEEE Trans. Speech Audio Process., 2008

Efficient interferer cancelation based on geometrical information of the reverberant environment.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Acoustic source localization by fusing distributed microphone arrays measurements.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Tracking Multiple Acoustic Sources in Reverberant Environments using Regularized Particle Filter.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Scream and gunshot detection in noisy environments.
Proceedings of the 15th European Signal Processing Conference, 2007

Efficient localization and tracking of two acoustic sources using particle filters with swarm intelligence.
Proceedings of the 15th European Signal Processing Conference, 2007

Sound-based classification of objects using a robust fingerprinting approach.
Proceedings of the 15th European Signal Processing Conference, 2007

Scream and gunshot detection and localization for audio-surveillance systems.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

Tracking of two acoustic sources in reverberant environments using a particle swarm optimizer.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Experimental evaluation of a localization algorithm for multiple acoustic sources in reverberating environments.
Proceedings of the 14th European Signal Processing Conference, 2006

Tracking multiple acoustic sources using particle filtering.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Efficient source localization and tracking in reverberant environments using microphone arrays.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Accurate and fast audio-realistic rendering of sounds in virtual environments.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Fast modeling of acoustic reflections and diffraction in complex environments using visibility diagrams.
Proceedings of the 2004 12th European Signal Processing Conference, 2004


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