Adversarial Audio Synthesis with Complex-valued Polynomial Networks

Yongtao Wu, Grigorios G Chrysos, Volkan Cevher

Time-frequency (TF) representations in audio synthesis have been increasingly modeled with real-valued networks. However, overlooking the complex-valued nature of TF representation…