Mohammed Salah Al-Radhi

PROSODY-GUIDED HARMONIC ATTENTION FOR PHASE-COHERENT NEURAL VOCODING IN THE COMPLEX SPECTRUM

Neural vocoders are central to speech synthesis; despite their success, most still suffer from limited prosody modeling and inaccurate phase reconstruction. We propose a vocoder that introduces prosody-guided harmonic attention to enhance voiced segment encoding and directly predicts complex spectra…