The LJSpeech dataset is primarily used for text-to-speech and consists of 13,100 discrete speech samples taken from 7 non-fiction books, having a total length of approximately 24 hours. The MelGAN training is only concerned with the audio waves so we process only the WAV files and ignore the audio annotations.