LALAL.AI is an audio separation tool that can extract vocals or multiple instrument tracks from songs, supports high-quality audio processing, and is suitable for music editing, practice, and asset creation.

Pop2Piano is a research project that generates piano versions of pop songs from audio input, providing papers, demo videos, and sample data that can be used to understand progress in music generation and automatic piano arrangement.