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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
LecturerBestagini Paolo
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorIINF-03/A - Telecommunications
Curriculum VitaeDownload CV (919.29Kb - 24/01/2025)
OrcIDhttps://orcid.org/0000-0003-0406-0222

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DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
DEIB (Building 20)3003---From :
To :
3571---Office hours by appointment
E-mailpaolo.bestagini@polimi.it
Personal websitehttps://bestagini.faculty.polimi.it/

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

List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Freeze and learn: continual learning with selective freezing for speech deepfake detection (Show >>)
Leveraging mixture of experts for improved speech deepfake detection (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Analyzing the impact of splicing artifacts in partially fake speech signals (Show >>)
Back to the Future: GNN-based NO2 Forecasting via Future Covariates (Show >>)
Comparative analysis of ASR methods for speech deepfake detection (Show >>)
Localization of synthetic manipulations in western blot images (Show >>)
Water Leak Detection and Classification Using Multiple Sensors (Show >>)
Water Leak Detection via Domain Adaptation (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
Are you Really Alone? Detecting the use of Speech Separation Techniques on Audio Recordings (Show >>)
BiFPro: A Bidirectional Facial-data Protection Framework against DeepFake (Show >>)
Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection (Show >>)
DSVAE: Disentangled Representation Learning for Synthetic Speech Detection (Show >>)
Enhancement Strategies For Copy-Paste Generation & Localization in RGB Satellite Imagery (Show >>)
Extracting Efficient Spectrograms From MP3 Compressed Speech Signals for Synthetic Speech Detection (Show >>)
FGSSAT : Unsupervised Fine-Grain Attribution of Unknown Speech Synthesizers Using Transformer Networks (Show >>)
H4VDM: H.264 Video Device Matching (Show >>)
It Wasn't Me: Irregular Identity in Deepfake Videos (Show >>)
Multi-BVOC Super-Resolution Exploiting Compounds Inter-Connection (Show >>)
PS3DT: Synthetic Speech Detection Using Patched Spectrogram Transformer (Show >>)
Reliability Estimation for Synthetic Speech Detection (Show >>)
Robust Water Leak Detection and Localization with Graph Signal Processing (Show >>)
Super-Resolution of BVOC Emission Maps Via Domain Adaptation (Show >>)
Super-Resolution of BVOC Maps by Adapting Deep Learning Methods (Show >>)
Synthesized Speech Attribution Using The Patchout Spectrogram Attribution Transformer (Show >>)
Synthetic Speech Detection through Audio Folding (Show >>)
Towards Frequency Band Explainability in Synthetic Speech Detection (Show >>)
Water Leak Detection and Localization Using Convolutional Autoencoders (Show >>)
Journal Articles
A Robust Approach to Multimodal Deepfake Detection (Show >>)
Audio Splicing Detection and Localization Based on Acquisition Device Traces (Show >>)
Deep Image Prior Amplitude SAR Image Anonymization (Show >>)
Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions] (Show >>)
TIMIT-TTS: a Text-to-Speech Dataset for Multimodal Synthetic Media Detection (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Source Camera Model Identification (Show >>)
Conference proceedings
A DATA-DRIVEN APPROACH FOR ACOUSTIC PARAMETER SIMILARITY ESTIMATION OF SPEECH RECORDING (Show >>)
DEEPFAKE SPEECH DETECTION THROUGH EMOTION RECOGNITION: A SEMANTIC APPROACH (Show >>)
DETECTING GAN-GENERATED IMAGES BY ORTHOGONAL TRAINING OF MULTIPLE CNNS (Show >>)
Equivariant imaging for self-supervised regularly undersampled seismic data interpolation (Show >>)
Exploring the Synthetic Speech Attribution Problem Through Data-Driven Detectors (Show >>)
FORENSIC ANALYSIS AND LOCALIZATION OF MULTIPLY COMPRESSED MP3 AUDIO USING TRANSFORMERS (Show >>)
INTERPOLATION OF MISSING SHOTS VIA PLUG AND PLAY METHOD WITH CSGS TRAINED DEEP DENOISER (Show >>)
PANCHROMATIC IMAGERY COPY-PASTE LOCALIZATION THROUGH DATA-DRIVEN SENSOR ATTRIBUTION (Show >>)
Sat U-Net: A Fusion Based Method for Forensic Splicing Localization in Satellite Images (Show >>)
Speaker-Independent Microphone Identification in Noisy Conditions (Show >>)
Spectral Denoising for Microphone Classification (Show >>)
Journal Articles
Amplitude SAR Imagery Splicing Localization (Show >>)
An Overview on the Generation and Detection of Synthetic and Manipulated Satellite Images (Show >>)
Comparing AutoEncoder Variants for Real-Time Denoising of Hyperspectral X-Ray (Show >>)
DIPPAS: a deep image prior PRNU anonymization scheme (Show >>)
Deep Prior-Based Unsupervised Reconstruction of Irregularly Sampled Seismic Data (Show >>)
Forensic Analysis of Synthetically Generated Western Blot Images (Show >>)
Intelligent Seismic Deblending Through Deep Preconditioner (Show >>)
SILA: a system for scientific image analysis (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
Anti-Aliasing Add-On For Deep Prior Seismic Data Interpolation (Show >>)
Do Deepfakes Feel Emotions? A Semantic Approach to Detecting Deepfakes via Emotional Inconsistencies (Show >>)
Forensic analysis of video files using metadata (Show >>)
Multitask learning for denoising and analysis of X-ray polymer acquisitions (Show >>)
Open-Set Source Attribution for Panchromatic Satellite Imagery (Show >>)
Post-Stack Inversion with Uncertainty Estimation through Bayesian Deep Image Prior (Show >>)
Time Scaling Detection and Estimation in Audio Recordings (Show >>)
Journal Articles
CNN-based multi-modal camera model identification on video sequences (Show >>)
FOCAL: A Forgery Localization Framework Based on Video Coding Self-Consistency (Show >>)
Landmine Detection Using Autoencoders on Multipolarization GPR Volumetric Data (Show >>)
Reconstructing speech from CNN embeddings (Show >>)
Synthetic speech detection through short-term and long-term prediction traces (Show >>)
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Area Servizi ICT
24/04/2025