Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation

Emad M. Grais, Fei Zhao, Mark D. Plumbley

Deep neural networks with convolutional layers usually process the entire spectrogram of an audio signal with the same time-frequency resolutions, number of filters, and dimensiona…