IEEE

SecureFedPROM: A Zero-Trust Federated Learning Approach With Multi-Criteria Client Selection

Abstract: Federated Learning (FL) enables decentralized learning while preserving data privacy. However, ensuring security and optimizing resource utilization in FL remains challenging, particularly ...
IEEE

Toward Data-Efficient Speech Synthesis: Active Learning–Based Corpus Construction for Multi-Speaker Text-to-Speech Synthesis

Abstract: Text-to-speech (TTS) technology is rapidly expanding its applications, including speech-based human-AI interactions. While large-scale data has driven this progress, most previous studies ...