Xingchen Miao

WaveFM: A High-Fidelity and Efficient Vocoder Based on Flow Matching

Flow matching offers a robust and stable approach to training diffusion models. However, directly applying flow matching to neural vocoders can result in subpar audio quality. In this work, we present WaveFM, a reparameterized flow matching model for mel-spectrogram conditioned speech synthesis, des…