Paolo Bestagini

1. On the use of Benford's law to detect GAN-generated images
   2020/04/16 by Nicolò Bonettini, Bonettini, Nicolò, Paolo Bestagini +5 · 1 voice · 1 citation
   #cs.CV #cs.MM #eess.IV
2. FakeMusicCaps: a Dataset for Detection and Attribution of Synthetic Music Generated via Text-to-Music Models
   2024/09/16 by Luca Comanducci, Comanducci, Luca, Paolo Bestagini +3 · 1 voice · 5 citations
   Arts and Humanities · Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #cs.SD #eess.AS #electronic engineering #information engineering
3. Leveraging Mixture of Experts for Improved Speech Deepfake Detection
   2024/09/24 by Viola Negroni, Negroni, Viola, Davide Salvi +7 · 7 citations
   Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing
4. Training Strategies and Data Augmentations in CNN-based DeepFake Video\n Detection
   2020/11/16 by Luca Bondi, Bondi, Luca, Edoardo Daniele Cannas +5 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimedia (cs.MM) #electronic engineering #information engineering
5. WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution
   2025/04/28 by Pietro Bongini, Bongini, Pietro, Sara Mandelli +31 · 5 citations
   Computer Science · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Multimedia (cs.MM)
6. Deepfake Media Forensics: State of the Art and Challenges Ahead
   2024/08/01 by Irene Amerini, Amerini, Irene, Mauro Barni +44 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
7. Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection
   2022/10/31 by Luigi Attorresi, Davide Salvi, Attorresi, Luigi +7 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
8. Spectrogram-Based Detection of Auto-Tuned Vocals in Music Recordings
   2024/03/08 by Mahyar Gohari, Paolo Bestagini, Gohari, Mahyar +5 · 1 citation
   Computer Science · #Music and Audio Processing #Music Technology and Sound Studies
9. Listening Between the Lines: Synthetic Speech Detection Disregarding Verbal Content
   2024/02/08 by Davide Salvi, Temesgen Semu Balcha, Salvi, Davide +5 · 1 citation
   Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis
10. Is JPEG AI going to change image forensics?
    2024/12/04 by Edoardo Daniele Cannas, Sara Mandelli, Cannas, Edoardo Daniele +10 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
11. Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals
    2024/08/25 by Viola Negroni, Negroni, Viola, Davide Salvi +5 · 1 citation
    Computer Science · #Hate Speech and Cyberbullying Detection #Speech Recognition and Synthesis
12. POLIPHONE: A Dataset for Smartphone Model Identification from Audio Recordings
    2024/10/08 by Davide Salvi, Salvi, Davide, Daniele Ugo Leonzio +11 · 1 citation
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
13. Toward Interpretable Speech Deepfake Detection using Artifact-Specific Experts and Calibrated Detection Scores
    2026/07/23 by Viola Negroni, Xin Wang, Wanying Ge +3
    #cs.SD