2025
In Search of Optimal Pretraining Strategy for Robust Speaker Recognition
Nikita Khmelev, Stepan Malykh, Alexander Anikin, Anastasia Korenevskaya, Sergey Novoselov, Vladimir Volokhov +3
ICASSP 2025accepted
While demonstrating state-of-the-art results in the microphone channel domain (VoxCeleb protocols), contemporary speaker verification systems are not often tested in challenging acoustic environments such as telephone channel or far-field microphone. This paper compares modern pretraining strategies…