An unofficial PyTorch implementation of the paper Multi-instrument Music Synthesis with Spectrogram Diffusion, adapted from official codebase. We aim to increase the reproducibility of their work by ...

Abstract: For a proper choice of the analysis window, a short-time Fourier transform is known to be completely characterized by its zeros, which coincide with those of the associated spectrogram. A ...

Abstract: While DCGAN as deep learning model utilizing spectrogram, allows for detection of deepfake audio, it is prone to overfitting which affects its ability to discriminate between real and fake ...