Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks

Sercan O. Arik, Heewoo Jun, Gregory Diamos

We propose the multi-head convolutional neural network (MCNN) architecture for waveform synthesis from spectrograms. Nonlinear interpolation in MCNN is employed with transposed con…