SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

SampleRNN is a neural network that can generate realistic audio from scratch. It breaks down the audio generation process into different levels, dealing with short-term and long-term dependencies in the sound. This makes it possible to create complex and coherent audio, like speech or music, without needing pre-defined rules or templates.