Auto-tagging
Key, note, chord, BPM, drum type, instrument and character — detected from the audio itself and refined by filename hints.
Wizard powers
Vocal detection
A local MusiCNN neural net listens for voices and tags them — no cloud, ~3 MB, runs on your CPU.
Find similar
One click ranks your whole library by sonic similarity with a match % on every row. Kick in hand, kicks like it out.
Non-destructive edits
Trim on the waveform, transpose, brighten, time-stretch, chain effects — then render the result as a brand-new sample.
Looper
Drag samples onto a live loop grid, arrange clips over bars, and bounce the whole arrangement to a new sample.
Private by design
No accounts, no telemetry, no uploads. Everything — analysis included — happens on your machine. Updates come from this site.
Get Sample Wizard
macOS
—
Download .dmg
Unsigned preview build: right-click → Open on first launch.
Windows
—
Download installer
SmartScreen may warn on unsigned builds — “More info → Run anyway”.
Linux
—
Download AppImage
chmod +x, then run.
⟳ Installed builds check samplewizard.cool/updates and update themselves in the background.