Michele Panariello

According to our database, Michele Panariello authored at least 17 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The third VoicePrivacy challenge: Preserving emotional expressiveness and linguistic content in voice anonymization.

Natalia A. Tomashenko, Xiaoxiao Miao, Pierre Champion, Sarina Meyer, Michele Panariello, Xin Wang, Nicholas W. D. Evans, Emmanuel Vincent, Junichi Yamagishi, Massimiliano Todisco

Comput. Speech Lang., 2026

Interpreting SSL Representations for Spoof Detection: A WavLM Study.

Mohamed Mallat, Michele Panariello, Massimiliano Todisco, Nicholas W. D. Evans, Anthony Larcher

Proceedings of the 14th International Workshop on Biometrics and Forensics, 2026

2025

Voice Anonymization: from Vocoder Drift to Neural Audio Codecs and Robust Evaluation. (Anonymisation vocale: de la dérive du vocoder aux codecs audio neuronaux et à l'évaluation robuste).

Michele Panariello

PhD thesis, 2025

Reference-Free Adversarial Sex Obfuscation in Speech.

Yangyang Qu, Michele Panariello, Massimiliano Todisco, Nicholas W. D. Evans

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2025

MDD: A Mask Diffusion Detector to Protect Speaker Verification Systems from Adversarial Perturbations.

Yibo Bai, Sizhou Chen, Michele Panariello, Xiao-Lei Zhang, Massimiliano Todisco, Nicholas W. D. Evans

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2025

2024

The VoicePrivacy 2022 Challenge: Progress and Perspectives in Voice Anonymisation.

Michele Panariello, Natalia A. Tomashenko, Xin Wang, Xiaoxiao Miao, Pierre Champion, Hubert Nourtel, Massimiliano Todisco, Nicholas W. D. Evans, Emmanuel Vincent, Junichi Yamagishi

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model.

Massimiliano Todisco, Michele Panariello, Xin Wang, Héctor Delgado, Kong Aik Lee, Nicholas W. D. Evans

CoRR, 2024

The VoicePrivacy 2024 Challenge Evaluation Plan.

Natalia A. Tomashenko, Xiaoxiao Miao, Pierre Champion, Sarina Meyer, Xin Wang, Emmanuel Vincent, Michele Panariello, Nicholas W. D. Evans, Junichi Yamagishi, Massimiliano Todisco

CoRR, 2024

Speaker Anonymization Using Neural Audio Codec Language Models.

Michele Panariello, Francesco Nespoli, Massimiliano Todisco, Nicholas W. D. Evans

Proceedings of the IEEE International Conference on Acoustics, 2024

2D-Malafide: Adversarial Attacks Against Face Deepfake Detection Systems.

Chiara Galdi, Michele Panariello, Massimiliano Todisco, Nicholas W. D. Evans

Proceedings of the 23rd International Conference of the Biometrics Special Interest Group, 2024

2023

Vocoder drift compensation by x-vector alignment in speaker anonymisation.

Michele Panariello, Massimiliano Todisco, Nicholas W. D. Evans

CoRR, 2023

StressID: a Multimodal Dataset for Stress Identification.

Hava Chaptoukaev, Valeriya Strizhkova, Michele Panariello, Bianca Dalpaos, Aglind Reka, Valeria Manera, Susanne Thümmler, Esma Ismailova, Nicholas W. D. Evans, François Brémond, Massimiliano Todisco, Maria A. Zuluaga, Laura M. Ferrari

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Vocoder drift in x-vector-based speaker anonymization.

Michele Panariello, Massimiliano Todisco, Nicholas W. D. Evans

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems.

Michele Panariello, Wanying Ge, Hemlata Tak, Massimiliano Todisco, Nicholas W. D. Evans

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Differentially Private Adversarial Auto-Encoder to Protect Gender in Voice Biometrics.

Oubaïda Chouchane, Michele Panariello, Oualid Zari, Ismet Kerenciler, Imen Chihaoui, Massimiliano Todisco, Melek Önen

Proceedings of the 2023 ACM Workshop on Information Hiding and Multimedia Security, 2023

Fairness and Privacy in Voice Biometrics: A Study of Gender Influences Using wav2vec 2.0.

Oubaïda Chouchane, Michele Panariello, Chiara Galdi, Massimiliano Todisco, Nicholas W. D. Evans

Proceedings of the 22nd International Conference of the Biometrics Special Interest Group, 2023

2021

Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection.

Wanying Ge, Michele Panariello, Jose Patino, Massimiliano Todisco, Nicholas W. D. Evans

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021