3 papers
eess.AS2026
Language-Invariant Multilingual Speaker Verification for the TidyVoice 2026 Challenge
Ze Li, Xiaoxiao Miao, Juan Liu +1
Multilingual speaker verification (SV) remains challenging due to limited cross-lingual data and language-dependent information in speaker embeddings. This paper presents a languag…
eess.AS2025
Adversarial Attacks and Robust Defenses in Speaker Embedding based Zero-Shot Text-to-Speech System
Ze Li, Yao Shi, Yunfei Xu +1
Speaker embedding based zero-shot Text-to-Speech (TTS) systems enable high-quality speech synthesis for unseen speakers using minimal data. However, these systems are vulnerable to…
eess.AS2025
Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation Learning
Danwei Cai, Zexin Cai, Ze Li +1
Speaker representation learning is crucial for voice recognition systems, with recent advances in self-supervised approaches reducing dependency on labeled data. Current two-stage…