Chin-Yun Yu

Unsupervised Instantaneous Phase and Frequency Tracking by Inverse Voice Synthesis

Knowledge-driven neural vocoders struggle to learn reliable fundamental frequency end-to-end, because spectral objectives provide weak supervision of periodic structure and lack phase information. We address this with a source-filter model whose alias-free additive source makes the instantaneous phase of the glottal cy...