SAMPLE DOMAIN
Sample Domain is a sample browser with AI (local) tagging built in. It scans your library, works out BPM and key, and takes a guess at what each sound is — kick, pad, vocal, whatever — using a small model that runs locally on your machine. Nothing is uploaded anywhere.The tagging side is basically a loop between you and it: you correct a few guesses by ear, hit train, and it learns from those corrections. Over time it gets better at recognizing YOUR library specifically, not some generic dataset — so the more you use it, the more it actually knows your sounds. You can also just ignore the AI part entirely and use it as a plain browser with search, filters, and drag-to-DAW.Past the tagging: find similar-sounding samples with a right-click, audition loops at your project's tempo, and there's a small built-in editor to trim/pitch/sync a sample before dragging it onto a track. The editor will also try to guess the notes and chords in a loop and show them on a little keyboard as it plays — it's a rough guess, not real transcription, but it helps when you're not sure what key a loop actually shifted to after pitching it.Runs standalone or as a VST3, both sharing the same library. Windows 10/11, 64-bit. Free / Name Your Price.Install: Standalone — unzip and run Sample Domain.exe (keep the model files next to it). VST3 — copy the whole Sample Domain.vst3 folder to C:\Program Files\Common Files\VST3\ and restart your DAW.Credits: embedding model is PANNs CNN14 (Apache-2.0), run locally via ONNX Runtime (MIT). Built with JUCE.More from MWZ Audio: Time Tilt (frequency-dependent delay), Time Align (auto timing + phase alignment), All Rider (auto level rider), All Band (mix-wide multiband EQ + dynamics).Feedback: message me on Gumroad — I'm not a professional developer or audio engineer, I build these for my own needs and figured they might be useful to you too, so bug reports and ideas are genuinely welcome.
Get it → mwzaudio.gumroad.com