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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
LecturerSarti Augusto
QualificationFull professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorIINF-03/A - Telecommunications
Curriculum VitaeDownload CV (251.84Kb - 12/02/2020)
OrcIDhttps://orcid.org/0000-0002-5803-1702

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Dipartimento di Elettronica e Informazione3314WednesdayFrom 11:00
To 13:00
02-2399.344402-2399.3413Due to distributed activities on different campuses, the above time for office hours is only indicative. Students are therefore asked to request an appointment via email. Conferencing with students can take place at DEIB (Milano Leonardi), or at the Musical Acoustics Lab (Cremona, Violin Museum), or at the Sound and Music Computing Lab (Cremona campus, Via Sesto).
E-mailaugusto.sarti@polimi.it
Personal websitehttp://home.dei.polimi.it/sarti/Augusto_Sarti/

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

List of publications and reserach products for the year 2025
No product yet registered in the year 2025


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Benchmarking Music Demixing Models for Deep Drum Source Separation (Show >>)
HOMULA-RIR: A Room Impulse Response Dataset for Teleconferencing and Spatial Audio Applications Acquired through Higher-Order Microphones and Uniform Linear Microphone Arrays (Show >>)
Reconstruction of Sound Field Through Diffusion Models (Show >>)
Sound synthesis of geometric and material changes in archtop guitars: towards the timbral design of musical instruments (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 >>)
Toward deep drum source separation (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
LARS: An Open-Source VST3 Plug-In for Deep Drums Demixing with Pretrained Models (Show >>)
StemGMD: A Large-Scale Multi-Kit Audio Dataset for Deep Drums Demixing (Show >>)
Patents
Virtual Bass Enhancement based on Source Separation (Show >>)
Conference proceedings
A Quadric Surface Model of Vacuum Tubes for Virtual Analog Applications (Show >>)
Acoustic Source Localization in the Spherical Harmonics Domain Exploiting Low-Rank Approximations (Show >>)
Automatic TV genre classification based on visually-conditioned deep audio features (Show >>)
Diffusion-Based Sound Source Localization Using Networks of Planar Microphone Arrays (Show >>)
Explicit Vector Wave Digital Filter Modeling of Circuits with a Single Bipolar Junction Transistor (Show >>)
GRAD-CAM-INSPIRED INTERPRETATION OF NEARFIELD ACOUSTIC HOLOGRAPHY USING PHYSICS-INFORMED EXPLAINABLE NEURAL NETWORK (Show >>)
HandMonizer: a case study for personalized digital musical instrument design (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 >>)
Predicting the Acoustics of Archtop Guitars using an AI-based Algorithm trained on FEM Simulations (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 >>)
STEERABLE FIRST-ORDER DIFFERENTIAL LOUDSPEAKER ARRAYS WITH MONOPOLE AND DIPOLE ELEMENTS (Show >>)
Similarity Evaluation of Violin Directivity Patterns for Musical Instrument Retrieval (Show >>)
Journal Articles
A latent rhythm complexity model for attribute-controlled drum pattern generation (Show >>)
A neural network-based method for spruce tonewood characterization (Show >>)
Deep Prior-Based Audio Inpainting Using Multi-Resolution Harmonic Convolutional Neural Networks (Show >>)
Hybrid Packet Loss Concealment for Real-Time Networked Music Applications (Show >>)
Loudspeaker virtualization–Part I: Digital modeling and implementation of the nonlinear transducer equivalent circuit (Show >>)
Loudspeaker virtualization–Part II: The inverse transducer model and the Direct-Inverse-Direct Chain (Show >>)
Model-predicted geometry variations to compensate material variability in the design of classical guitars (Show >>)
On the Virtualization of Audio Transducers (Show >>)
Two-Stage Beamforming With Arbitrary Planar Arrays of Differential Microphone Array Units (Show >>)
Variational Autoencoders for chord sequence generation conditioned on Western harmonic music complexity (Show >>)
Virtual Bass Enhancement Via Music Demixing (Show >>)
Virtualization of Guitar Pickups through Circuit Inversion (Show >>)
Wave Digital Models of Piezoelectric Transducers for Audio Applications (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 >>)
A Time-Domain Virtual Bass Enhancement Circuital Model for Real-Time Music Applications (Show >>)
DEEPFAKE SPEECH DETECTION THROUGH EMOTION RECOGNITION: A SEMANTIC APPROACH (Show >>)
Improving domain generalization via event-based acoustic scene classification (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 >>)
Multidomain modeling of nonlinear electromagnetic circuits using wave digital filters (Show >>)
Parallel Wave Digital Filter Implementations of Audio Circuits with Multiple Nonlinearities (Show >>)
The impact of alkaline treatments on elasticity in spruce tonewood (Show >>)
Unsupervised domain adaptation via principal subspace projection for acoustic scene classification (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
Patents
Method for the non-linear control of an input signal for a loudspeaker (Show >>)
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 >>)
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 >>)
Scattering iterative method based on generalized wave variables for the implementation of audio circuits with multiple one-port nonlinearities (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 >>)
Toward the Wave Digital Real-Time Emulation of Audio Circuits with Multiple Nonlinearities (Show >>)
Unsupervised domain adaptation for acoustic scene classification using band-wise statistics matching (Show >>)
Journal Articles
A Physics-Informed Neural Network Approach for Nearfield Acoustic Holography (Show >>)
A Wave Digital Newton-Raphson Method for Virtual Analog Modeling of Audio Circuits with Multiple One-Port Nonlinearities (Show >>)
A data-driven approach to violin making (Show >>)
Antiderivative Antialiasing Techniques in Nonlinear Wave Digital Structures (Show >>)
Audio information retrieval and musical acoustics (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 >>)
Multiphysics Modeling of Audio Circuits With Nonlinear Transformers (Show >>)
Ray-Space-Based Multichannel Nonnegative Matrix Factorization for Audio Source Separation (Show >>)
Reconstructing speech from CNN embeddings (Show >>)
Synthetic speech detection through short-term and long-term prediction traces (Show >>)
Vector Wave Digital Filters and Their Application to Circuits with Two-Port Elements (Show >>)
Wave Digital Modeling and Implementation of Nonlinear Audio Circuits with Nullors (Show >>)
manifesti v. 3.7.7 / 3.7.7
Area Servizi ICT
19/01/2025