arxivcs.SDcs.AI2026-07-01
Enhancing Flow Matching with A Unified Guidance Framework for Efficient and Robust Speech Synthesis
Zuda Yu, Qianhui Xu, Ting Chen, Junhui Zhang, Tao Fu, Hongjiang Yu, et al.
Flow Matching (FM) has emerged as a powerful paradigm for speech generation but remains constrained by high inference latency and timbre leakage. To address these bottlenecks, we propose a unified guidance framework that enhances generation efficiency and robustness through two c…