Tubaro, Stefano
- TIMIT-TTS: a Text-to-Speech Dataset for Multimodal Synthetic Media Detection
2022/09/16 by Davide Salvi, Brian Hosler, Salvi, Davide +7 · 17 citations
Computer Science · #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM) #Music and Audio Processing
- Video Face Manipulation Detection Through Ensemble of CNNs
2020/04/16 by Bonettini, Nicolò, Cannas, Edoardo Daniele, Mandelli, Sara +3 · 10 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #electronic engineering #information engineering
- Detecting GAN-generated Images by Orthogonal Training of Multiple CNNs
2022/03/04 by Mandelli, Sara, Bonettini, Nicolò, Bestagini, Paolo +1 · 9 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- Training Strategies and Data Augmentations in CNN-based DeepFake Video\n Detection
2020/11/16 by Luca Bondi, Bondi, Luca, Edoardo Daniele Cannas +5 · 3 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
- FakeMusicCaps: a Dataset for Detection and Attribution of Synthetic Music Generated via Text-to-Music Models
2024/09/16 by Luca Comanducci, Paolo Bestagini, Comanducci, Luca +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
- Leveraging Mixture of Experts for Improved Speech Deepfake Detection
2024/09/24 by Viola Negroni, Davide Salvi, Negroni, Viola +7 · 9 citations
Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing
- Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection
2022/10/31 by Luigi Attorresi, Attorresi, Luigi, Davide Salvi +7 · 4 citations
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
- Deepfake Media Forensics: State of the Art and Challenges Ahead
2024/08/01 by Irene Amerini, Amerini, Irene, Mauro Barni +44 · 4 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
- Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier
2018/02/13 by Yarlagadda, Sri Kalyan, Güera, David, Bestagini, Paolo +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision
2020/09/25 by Mandelli, Sara, Bonettini, Nicolò, Bestagini, Paolo +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimedia (cs.MM) #electronic engineering #information engineering
- Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals
2024/08/25 by Viola Negroni, Davide Salvi, Negroni, Viola +5 · 2 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Speech Recognition and Synthesis
- DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection
2023/04/06 by Amit Kumar Singh Yadav, Kratika Bhagtani, Yadav, Amit Kumar Singh +9 · 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 #Hate Speech and Cyberbullying Detection #Multimedia (cs.MM) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- When Synthetic Traces Hide Real Content: Analysis of Stable Diffusion Image Laundering
2024/07/15 by Mandelli, Sara, Bestagini, Paolo, Tubaro, Stefano · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
- 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
- Source Verification for Speech Deepfakes
2025/05/20 by Negroni, Viola, Salvi, Davide, Bestagini, Paolo +1 · 5 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- 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
- POLIPHONE: A Dataset for Smartphone Model Identification from Audio Recordings
2024/10/08 by Davide Salvi, Daniele Ugo Leonzio, Salvi, Davide +11 · 2 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
- Freeze and Learn: Continual Learning with Selective Freezing for Speech Deepfake Detection
2024/09/26 by Davide Salvi, Salvi, Davide, Viola Negroni +7 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering