Hubert Siuzdak

Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis

Recent advancements in neural vocoding are predominantly driven by Generative Adversarial Networks (GANs) operating in the time-domain. While effective, this approach neglects the inductive bias offered by time-frequency representations, resulting in reduntant and computionally-intensive upsampling…