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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerAntonacci Fabio
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/03 - Telecommunications
Curriculum VitaeDownload CV (243.17Kb - 25/09/2013)
OrcIDhttps://orcid.org/0000-0003-4545-0315

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Dipartimento di Elettronica, Informazione e Bioingegneria3---MondayFrom 14:30
To 15:30
------It is possible to fix meetings also in different days and time through email
E-mailfabio.antonacci@polimi.it
Personal website---

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Reconstruction of Sound Field Through Diffusion Models (Show >>)
Timbre transfer using image-to-image denoising diffusion implicit models (Show >>)
Journal Articles
Acoustic Imaging with Circular Microphone Array: a new Approach for Sound Field Analysis (Show >>)
Spherical-harmonics-based sound field decomposition and multichannel NMF for sound source separation (Show >>)
Synthesis of soundfields through irregular loudspeaker arrays based on convolutional neural networks (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Acoustic Source Localization in the Spherical Harmonics Domain Exploiting Low-Rank Approximations (Show >>)
GRAD-CAM-INSPIRED INTERPRETATION OF NEARFIELD ACOUSTIC HOLOGRAPHY USING PHYSICS-INFORMED EXPLAINABLE NEURAL NETWORK (Show >>)
Implicit Neural Representation With Physics-Informed Neural Networks For The Reconstruction Of The Early Part Of Room Impulse Responses (Show >>)
JumpApp: an online didactic game for music training and education (Show >>)
Procedural music generation for videogames conditioned through video emotion recognition (Show >>)
REAL-TIME MULTICHANNEL SPEECH SEPARATION AND ENHANCEMENT USING A BEAMSPACE-DOMAIN-BASED LIGHTWEIGHT CNN (Show >>)
Similarity Evaluation of Violin Directivity Patterns for Musical Instrument Retrieval (Show >>)
Zero-shot anomalous sound detection in domestic environments using large-scale pretrained audio pattern recognition models (Show >>)
Journal Articles
A neural network-based method for spruce tonewood characterization (Show >>)
Deep Prior-Based Audio Inpainting Using Multi-Resolution Harmonic Convolutional Neural Networks (Show >>)
Model-predicted geometry variations to compensate material variability in the design of classical guitars (Show >>)
Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions] (Show >>)
Variational Autoencoders for chord sequence generation conditioned on Western harmonic music complexity (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A DATA-DRIVEN APPROACH FOR ACOUSTIC PARAMETER SIMILARITY ESTIMATION OF SPEECH RECORDING (Show >>)
A Deep Learning-Based Pressure Matching Approach To Soundfield Synthesis (Show >>)
DEEPFAKE SPEECH DETECTION THROUGH EMOTION RECOGNITION: A SEMANTIC APPROACH (Show >>)
On the prediction of the frequency response of a wooden plate from its mechanical parameters (Show >>)
SPARSITY-BASED SOUND FIELD SEPARATION IN THE SPHERICAL HARMONICS DOMAIN (Show >>)
Journal Articles
A comparative analysis of the directional sound radiation of historical violins (Show >>)
A statistical approach to violin evaluation (Show >>)
Deep Prior Approach for Room Impulse Response Reconstruction (Show >>)
The impact of alkaline treatments on elasticity in spruce tonewood (Show >>)
Two-Stage Beamforming With Arbitrary Planar Arrays of Differential Microphone Array Units (Show >>)
Using Mechanical Metamaterials in Guitar Top Plates: A Numerical Study (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Fast Ray Space Transform for Wave Field Processing using Acoustic Arrays (Show >>)
A Methodology for the Estimation of Propagation Speed of Longitudinal Waves in Tone Wood (Show >>)
Arrays of first-order steerable differential microphones (Show >>)
Beamformer-based estimation of longitudinal wave speed in tonewood (Show >>)
Do Deepfakes Feel Emotions? A Semantic Approach to Detecting Deepfakes via Emotional Inconsistencies (Show >>)
Feature-based representation for violin bridge admittances (Show >>)
Interpolation of irregularly sampled frequency response functions using convolutional neural networks (Show >>)
Near field Acoustic Holography on arbitrary shapes using Convolutional Neural Network (Show >>)
Parametric Optimization of Violin Top Plates using Machine Learning (Show >>)
Prediction of Missing Frequency Response Functions Through Deep Image Prior (Show >>)
Soundfield Reconstruction in Reverberant Rooms Based on Compressive Sensing and Image-Source Models of Early Reflections (Show >>)
Sparse recovery beamforming and upscaling in the ray space (Show >>)
Journal Articles
A Physics-Informed Neural Network Approach for Nearfield Acoustic Holography (Show >>)
A data-driven approach to violin making (Show >>)
Audio information retrieval and musical acoustics (Show >>)
Compositional and morphological comparison among three coeval violins made by giuseppe guarneri “del Gesù” in 1734 (Show >>)
Eigenfrequency optimisation of free violin plates (Show >>)
Experimenting With Adaptive Metronomes in Networked Music Performances (Show >>)
Modal analysis of free archtop guitar top plates (Show >>)
Ray-Space-Based Multichannel Nonnegative Matrix Factorization for Audio Source Separation (Show >>)
Synthetic speech detection through short-term and long-term prediction traces (Show >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
An Adaptive Metronome Technique for Mitigating the Impact of Latency in Networked Music Performances (Show >>)
Near-field acoustic holography analysis with convolutional neural networks (Show >>)
Speech Audio Splicing Detection and Localization Exploiting Reverberation Cues (Show >>)
Time Difference of Arrival Estimation from Frequency-Sliding Generalized Cross-Correlations Using Convolutional Neural Networks (Show >>)
Vibrational modal shape interpolation through convolutional auto encoder (Show >>)
Journal Articles
A Parametric Approach to Virtual Miking for Sources of Arbitrary Directivity (Show >>)
A methodology for the robust estimation of the radiation pattern of acoustic sources (Show >>)
Efficient Implementations of First-Order Steerable Differential Microphone Arrays with Arbitrary Planar Geometry (Show >>)
Frequency-Sliding Generalized Cross-Correlation: A Sub-Band Time Delay Estimation Approach (Show >>)
Source Localization Using Distributed Microphones in Reverberant Environments Based on Deep Learning and Ray Space Transform (Show >>)
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Area Servizi ICT
24/06/2024