Work

The First VoicePrivacy Attacker Challenge

Year: 2025

Type: conference-paper

Abstract: The First VoicePrivacy Attacker Challenge is an ICASSP 2025 SP Grand Challenge which focuses on evaluating attacker systems against a set of voice anonymization systems submitted to the VoicePrivacy 2024 Challenge. Training, development, and evaluation datasets were provided along with a baseline attacker. Participants developed their attacker systems in the form of automatic speaker verification systems and submitted their scores on the development and evaluation data. The best attacker systems reduced the equal error rate (EER) by 25–44% relative w.r.t. the baseline.

Source: IEEE International Conference on Acoustics Speech and Signal Processing

DOI: 10.1109/icassp49660.2025.10888513

Authors: Natalia Tomashenko, Xiaoxiao Miao, Emmanuel Vincent, Junichi Yamagishi

Institutions: Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Université de Lorraine, Singapore Institute of Technology, National Institute of Informatics

Language: English

Topic: Speech Recognition and Synthesis

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: Agence Nationale de la Recherche

Awards: Multiple-attribute disentanglement and semantic privacy, interdisciplinary Project on Privacy