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Todisco, Massimiliano

  1. ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection
    2021/09/01 by Yamagishi, Junichi, Wang, Xin, Todisco, Massimiliano +8 · 29 citations
    #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  2. End-to-end anti-spoofing with RawNet2
    2020/11/02 by Tak, Hemlata, Patino, Jose, Todisco, Massimiliano +3 · 26 citations
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
  3. Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation
    2022/02/24 by Hemlata Tak, Tak, Hemlata, Massimiliano Todisco +9 · 30 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  4. RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing
    2021/11/08 by Hemlata Tak, Madhu R. Kamble, Tak, Hemlata +7 · 25 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  5. ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale
    2024/08/16 by Xin Wang, Héctor Delgado, Wang, Xin +23 · 42 citations
    Computer Science · #Hate Speech and Cyberbullying Detection
  6. End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection
    2021/07/27 by Hemlata Tak, Tak, Hemlata, Jee-weon Jung +9 · 11 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hate Speech and Cyberbullying Detection #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  7. Speaker Anonymization Using X-vector and Neural Waveform Models
    2019/05/30 by Fuming Fang, Fang, Fuming, Xin Wang +11 · 9 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  8. Speaker anonymisation using the McAdams coefficient
    2020/11/02 by Patino, Jose, Tomashenko, Natalia, Todisco, Massimiliano +2 · 9 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  9. The VoicePrivacy 2024 Challenge Evaluation Plan
    2024/04/03 by Tomashenko, Natalia, Miao, Xiaoxiao, Champion, Pierre +7 · 17 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  10. Raw Differentiable Architecture Search for Speech Deepfake and Spoofing Detection
    2021/07/26 by Wanying Ge, Ge, Wanying, José Patino +5 · 6 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Speech Recognition and Synthesis #Speech and Audio Processing #Wireless Signal Modulation Classification #electronic engineering #information engineering
  11. Speaker anonymization using neural audio codec language models
    2023/09/25 by Panariello, Michele, Nespoli, Francesco, Todisco, Massimiliano +1 · 9 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  12. ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan
    2021/09/01 by Héctor Delgado, Delgado, Héctor, Nicholas Evans +19 · 4 citations
    Computer Science · Medicine · #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Voice and Speech Disorders #electronic engineering #information engineering
  13. The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation
    2024/07/16 by Michele Panariello, Natalia Tomashenko, Panariello, Michele +17 · 9 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Speech Recognition and Synthesis #electronic engineering #information engineering
  14. An explainability study of the constant Q cepstral coefficient spoofing countermeasure for automatic speaker verification
    2020/04/14 by Tak, Hemlata, Patino, Jose, Nautsch, Andreas +2 · 3 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  15. The VoicePrivacy 2022 Challenge Evaluation Plan
    2022/03/23 by Natalia Tomashenko, Tomashenko, Natalia, Xin Wang +17 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Speech Recognition and Synthesis #electronic engineering #information engineering
  16. Explaining deep learning models for spoofing and deepfake detection with SHapley Additive exPlanations
    2021/10/07 by Wanying Ge, José Patino, Ge, Wanying +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Electrical engineering #Forensic and Genetic Research #electronic engineering #information engineering
  17. Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems
    2023/06/13 by Panariello, Michele, Ge, Wanying, Tak, Hemlata +2 · 4 citations
    #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #electronic engineering #information engineering
  18. t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification
    2018/04/25 by Kinnunen, Tomi, Lee, Kong Aik, Delgado, Hector +5 · 2 citations
    #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
  19. Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model
    2024/08/17 by Massimiliano Todisco, Todisco, Massimiliano, Michele Panariello +9 · 6 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  20. ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech
    2025/02/13 by Xin Wang, Héctor Delgado, Wang, Xin +54 · 9 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #electronic engineering #information engineering
  21. Graph Attention Networks for Anti-Spoofing
    2021/04/08 by Tak, Hemlata, Jung, Jee-weon, Patino, Jose +2 · 2 citations
    #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  22. The VoicePrivacy 2020 Challenge Evaluation Plan
    2022/05/14 by Tomashenko, Natalia, Srivastava, Brij Mohan Lal, Wang, Xin +8 · 2 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  23. Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion
    2022/04/21 by Hye-jin Shim, Shim, Hye-jin, Hemlata Tak +27 · 2 citations
    Computer Science · Medicine · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Voice and Speech Disorders #electronic engineering #information engineering
  24. SynVox2: Towards a privacy-friendly VoxCeleb2 dataset
    2023/09/12 by Miao, Xiaoxiao, Wang, Xin, Cooper, Erica +5 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  25. Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection
    2021/04/07 by Ge, Wanying, Panariello, Michele, Patino, Jose +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  26. Towards single integrated spoofing-aware speaker verification embeddings
    2023/05/30 by Mun, Sung Hwan, Shim, Hye-jin, Tak, Hemlata +12 · 2 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  27. Vocoder drift compensation by x-vector alignment in speaker anonymisation
    2023/07/17 by Michele Panariello, Panariello, Michele, Massimiliano Todisco +3 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  28. Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations
    2022/02/28 by Wanying Ge, Massimiliano Todisco, Ge, Wanying +3 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Hate Speech and Cyberbullying Detection #Digital Media Forensic Detection
  29. On the potential of jointly-optimised solutions to spoofing attack detection and automatic speaker verification
    2022/09/01 by Ge, Wanying, Tak, Hemlata, Todisco, Massimiliano +1 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
  30. Vocoder drift in x-vector-based speaker anonymization
    2023/06/05 by Panariello, Michele, Todisco, Massimiliano, Evans, Nicholas · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
  31. Spoofing attack augmentation: can differently-trained attack models improve generalisation?
    2023/09/18 by Ge, Wanying, Wang, Xin, Yamagishi, Junichi +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  32. A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness
    2024/04/27 by Chouchane, Oubaida, Busch, Christoph, Galdi, Chiara +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  33. Differentially Private Adversarial Auto-Encoder to Protect Gender in Voice Biometrics
    2023/07/05 by Chouchane, Oubaïda, Panariello, Michele, Zari, Oualid +4 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
  34. Preserving spoken content in voice anonymisation with character-level vocoder conditioning
    2024/08/08 by Panariello, Michele, Todisco, Massimiliano, Evans, Nicholas · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering