The VoicePrivacy 2024 Challenge Evaluation Plan N Tomashenko, X Miao, P Champion, S Meyer, X Wang, E Vincent, ... arXiv preprint arXiv:2404.02677, 2024 | 69 | 2024 |
Partially-connected differentiable architecture search for deepfake and spoofing detection W Ge, M Panariello, J Patino, M Todisco, N Evans INTERSPEECH 2021, 2021 | 31 | 2021 |
Speaker anonymization using neural audio codec language models M Panariello, F Nespoli, M Todisco, N Evans ICASSP 2024, 2023 | 8 | 2023 |
Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems M Panariello, W Ge, H Tak, M Todisco, N Evans INTERSPEECH 2023, 2023 | 7 | 2023 |
Vocoder drift in x-vector-based speaker anonymization M Panariello, M Todisco, N Evans INTERSPEECH 2023, 2023 | 7 | 2023 |
Stressid: a multimodal dataset for stress identification H Chaptoukaev, V Strizhkova, M Panariello, B Dalpaos, A Reka, ... Advances in Neural Information Processing Systems 36, 2024 | 6 | 2024 |
Differentially Private Adversarial Auto-Encoder to Protect Gender in Voice Biometrics O Chouchane, M Panariello, O Zari, I Kerenciler, I Chihaoui, M Todisco, ... Proceedings of the 2023 ACM Workshop on Information Hiding and Multimedia …, 2023 | 6 | 2023 |
Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model M Todisco, M Panariello, X Wang, H Delgado, KA Lee, N Evans arXiv preprint arXiv:2408.09300, 2024 | 3 | 2024 |
Fairness and privacy in voice biometrics: A study of gender influences using wav2vec 2.0 O Chouchane, M Panariello, C Galdi, M Todisco, N Evans 2023 International Conference of the Biometrics Special Interest Group …, 2023 | 3 | 2023 |
The VoicePrivacy 2022 Challenge: Progress and perspectives in voice anonymisation M Panariello, N Tomashenko, X Wang, X Miao, P Champion, H Nourtel, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | 2 | 2024 |
Vocoder drift compensation by x-vector alignment in speaker anonymisation M Panariello, M Todisco, N Evans ISCA SPSC Symposium 2023, 2023 | 2 | 2023 |
2D-Malafide: Adversarial Attacks Against Face Deepfake Detection Systems C Galdi, M Panariello, M Todisco, N Evans arXiv preprint arXiv:2408.14143, 2024 | | 2024 |
Preserving spoken content in voice anonymisation with character-level vocoder conditioning M Panariello, M Todisco, N Evans arXiv preprint arXiv:2408.04306, 2024 | | 2024 |
Low-complexity neural networks for robust acoustic scene classification in wearable audio devices M Panariello Politecnico di Torino, 2022 | | 2022 |