Deep speaker embeddings for Speaker Verification: Review and experimental comparison

M Jakubec, R Jarina, E Lieskovska, P Kasak - Engineering Applications of …, 2024 - Elsevier
The construction of speaker-specific acoustic models for automatic speaker recognition is
almost exclusively based on deep neural network-based speaker embeddings. This work …

[PDF][PDF] Multi-Modality Matters: A Performance Leap on VoxCeleb.

Z Chen, S Wang, Y Qian - Interspeech, 2020 - interspeech2020.org
The information from different modalities usually compensates each other. In this paper, we
use the audio and visual data in VoxCeleb dataset to do person verification. We explored …

DASA: Difficulty-Aware Semantic Augmentation for Speaker Verification

Y Wang, Y Zhang, Z Wu, Z Yang, T Wei… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Data augmentation is vital to the generalization ability and robustness of deep neural
networks (DNNs) models. Existing augmentation methods for speaker verification …