3 papers
cs.LG2026
FedSPC: Shared Parameter Correction for Personalized Federated Learning
Kannanthodath Induchoodan Ajay Menon, Christian Prehofer, Yunfei Xu +1
Personalized federated learning (PFL) is one of the important approaches in federated learning for addressing statistical heterogeneity while enabling client-specific adaptation. M…
eess.AS2026
Vclip: Face-based Speaker Generation by Face-voice Association Learning
Yao Shi, Yunfei Xu, Hongbin Suo +2
This paper discusses the task of face-based speech synthesis, a kind of personalized speech synthesis where the synthesized voices are constrained to perceptually match with a refe…
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…