The vocoder for Tacotron2 is an adaption of the WaveNet vocoder. The goal of the vocoding process here will be to invert a log mel spectrum representations back into a time-domain waveform representation.

The spectrogram prediction encoder-decoder and the WaveNet vocoder are trained separately, then the sequence of ground truth-aligned spectral features and gold audio output is then used to train the vocoder.