Drum Separator — Split Drums into Parts Online
Drum separation runs on three of our own spectral neural networks (one each for kick, snare and toms) trained on 9,200 recordings of live drummers rendered through eight kit sounds; hi-hat and cymbals come out as the remainder, so the four parts add up to the original track with nothing lost. Everything runs in your browser: with a GPU (WebGPU) a four-minute track splits in seconds, without one in a minute or two. Input: a drum track — a stem from a song split, a loop, an e-kit recording or a beat; output: a console where all four parts play together, each with solo, mute and its own level, and you download a single part, a ZIP, or the mix exactly as you hear it.
How to split drums into parts
A drum stem from a song split, a loop, a beat or an e-kit recording — MP3, WAV, FLAC, OGG or M4A.
The three models download on the first run; afterwards they come from the browser. Progress is shown by stage.
All four play on one clock, each with solo, mute and its own level — so you can hear whether the kick came out clean underneath the rest of the kit, not just how it sounds alone.
One button — the four parts sit on the audio mixer’s faders: balance, EQ, mix export.
Break drums down into kick, snare, toms and cymbals with a neural network in the browser
← Have a whole song? Split it into stems first Mix the parts in the mixer →
The drum parts
All parts play together, like on a console: S keeps one, M drops it out, the slider sets its level. “Download mix” saves exactly what you hear — drums without the kick, for instance.
Replace the drum sound
Same groove — another kit: kick, snare and tom hits are detected on the separated parts and re-performed with the chosen set. Hi-hat and cymbals stay original; “Blend with original” mixes the source sound back in.
Upload one short sample each (up to 5 s): kick, snare, tom. Groove and hit strength come from your track — the sound is yours.
