Gerard Jounghyun Kim

Efficient Adversarial Audio Synthesis VIA Progressive Upsampling

This paper proposes a novel generative model called PUGAN, which progressively synthesizes high-quality audio in a raw waveform. Progressive upsampling GAN (PUGAN) leverages the progressive generation of higher-resolution output by stacking multiple encoder-decoder architectures. Compared to an exis…