Drums
Kick and snare reduce well because they occupy distinct frequency and timing ranges. Cymbals and hi-hats are harder — their high-frequency energy tends to leak into other stems.
Online instrument remover
Instrument removal works well on clean mixes but has limits. Kick and bass overlap below 80 Hz, cymbals bleed into other stems, and piano shares frequencies with guitars and synths. Test your track here to see how it holds up.
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Choose a fileEach instrument has different separation challenges based on physics and frequency overlap.
Kick and snare reduce well because they occupy distinct frequency and timing ranges. Cymbals and hi-hats are harder — their high-frequency energy tends to leak into other stems.
808-heavy tracks are the hardest because bass and kick share the same low-end range below 80 Hz. Melodic bass in jazz and funk separates better because it moves through more of the frequency spectrum.
Piano shares harmonic space with guitars, synths, and pads across the mid-range. Solo piano or clearly separated parts reduce more cleanly than blended keys.
How cleanly each instrument separates depends on its acoustic properties.
| Instrument | Typical quality | Why |
|---|---|---|
| Drums (programmed) | High | Discrete transients, placed precisely in stereo field, no room bleed |
| Drums (acoustic) | Medium–High | Kick and snare clean; hi-hat and cymbal energy leaks into other stems |
| Bass (melodic) | Medium | Distinct melodic lines separate when they sit above 80 Hz |
| Bass (808 / sub) | Low–Medium | Sub-bass overlaps with kick drum below 80 Hz, hard to distinguish |
| Piano (solo / sparse) | Medium | Clear attack helps, but harmonics still overlap with guitars and synths |
| Piano (dense mix) | Low | Shares too much mid-range harmonic content with other sustained instruments |
| Guitar / Synth | Low | Falls into the catch-all 'other' stem — no dedicated separation model |
Instrument separation isn't a single decision — it depends on how your track is mixed. Use this flow to pick where to go.
Separation works best when your target is the dominant voice in its frequency range. If a song has punchy rock drums dominating the mid-highs, Remove Drums will perform well. If bass is mixed subtly under a big synth, Remove Bass struggles. Before uploading, A/B the track with EQ on your phone — if you can isolate the instrument with a narrow bandpass sweep, the AI probably can too.
Drums separate best because transients are distinct in time and stereo placement. Bass is harder because sub frequencies (below 80 Hz) mush with kick drums. Piano is hardest because its harmonics span 200 Hz to 8 kHz — the same range as guitars, synths, and vocals. The model can't split what physics has overlapped; your result mirrors the mixing engineer's separation work.
If you need two or more instruments gone — drums AND bass for a jam track, piano AND guitar for a study mix — switch to 5-stem separation on the Unmix mobile app. Subtracting one instrument at a time compounds artifacts. Running 5-stem once and muting multiple stems in your DAW is cleaner than running 2-stem three separate times.
Upload any song and hear the separated stems in seconds. Free, no account needed.
The browser splits into vocals and accompaniment. To remove a specific instrument, use the 5-stem mobile app and mute the stem you want gone.
Checking what the AI pulled out tells you how much bleed to expect in the remaining mix.
Not always. Results depend on how much the instrument overlaps with others in the mix.
No. Producers, DJs, teachers, and performers all use instrument removal for different workflows.
Bass and kick drum share energy below 80 Hz. When they overlap, the AI cannot cleanly separate them.
Not as a dedicated stem. Guitar and synth typically fall into the 'other' category in 5-stem separation. Results are less precise than drums, bass, or piano.
Listen for three things: (1) Is the instrument you want removed distinct in stereo placement? Panned hard left or right separates cleaner than centered. (2) Is it in a unique frequency range, or does it overlap with other instruments? (3) Is the mix dense or sparse? Sparse arrangements give the AI more room to work. If two of three answers are weak, expect heavy bleed.
Not from the browser — each page (Remove Drums, Bass, Piano) runs a 2-stem model that outputs 'this instrument' and 'everything else'. Stacking them runs the model three times and amplifies artifacts each pass. For multi-instrument removal, use the Unmix mobile app's 5-stem model, which separates all five at once and lets you mute multiple stems in your DAW or media player.
Drums are transient — short, percussive, and usually placed discretely in the stereo field. The AI can latch onto their distinct attack shapes. Bass mushes with kick drums below 80 Hz where both sit. Piano shares the 200 Hz to 8 kHz range with guitars and synths, so the model can't tell harmonic overlap apart from the same mixing notes. Physics, not the tool, sets the quality ceiling.
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Full 5-stem separation on iOS, Android, and Mac.