Audio music separator: stems for DJs and producers

An audio music separator is basically a stem splitter: it turns a finished song into parts you can actually work with. If you’ve used an ai music separator for ai music removal and wanted more control for edits, stems are the difference between “okay” and “usable.”

What stems help you do

With separate vocals/drums/bass/other, you can:

• build a clean intro/outro

• swap drums for a new groove

• lower bass without flattening the whole mix

• grab vocals for mashups

You can generate stems here:

• https://neuralsound.org/ai-music-separator

Export choices that save time later

• Export all stems (especially for remix work).

• Use clear names:

  • song_vocals.wav

  • song_drums.wav

  • song_bass.wav

  • song_other.wav

If your goal is specifically karaoke deliverables:

• https://neuralsound.org/karaoke-track-maker

• https://neuralsound.org/karaoke-maker

If your goal is vocals for sampling:

• https://neuralsound.org/acapella-extractor

Avoid the “thin stem” problem

Stems can sound thin if you mute too much or expect perfect isolation. Try:

• rebalance stems instead of hard muting

• keep small amounts for natural glue

• start from higher quality audio when possible

Back to the main guide:

• https://neuralsound.org/blog/ai-music-separator-remove-music-and-split-stems

References (reputable):

• https://github.com/deezer/spleeter

• https://en.wikipedia.org/wiki/Audio_source_separation