Karaokey is a vocal remover that automatically separates the vocals and instruments. A deep learning model based on LSTMs has been trained to tackle the source separation. The model learns the particularities of music signals through its temporal structure. Maintained by NotVinay on GitHub, where it has earned 42 stars from the community.