Asteroid is a Pytorch-based audio source separation toolkit that enables fast experimentation on common datasets. It comes with a source code that supports a large range of datasets and architectures, and a set of recipes to reproduce some important papers.
Keywords: Asteroid, Pytorch, audio source separation, toolkit, audio, sound processing, ConvTasnet, Tasnet, Deep clustering, DualPathRNN, Chimera++, Wavesplit