Take Control of Your Music Collection
Deep Cuts is a private, offline-first music organizer and spatial mapping utility. Analyze, search, and catalog your local audio library using on-device machine learning and signal processing.
See It in Action
Watch the Deep Cuts showcase video.
Designed for DJs & Sound Curators
Find the perfect transition, detect acoustic duplicates, and browse by vibe rather than rigid filenames.
Search by Vibe & Feeling
Find tracks using descriptive queries like "dark atmospheric late-night techno" or "chill ambient background chords"—no manual tagging required.
Find Similar Sounding Tracks
Click "Sounds Similar" on any track to instantly scan your library for songs with matching acoustic energy, timbral characteristics, and rhythm.
Accurate BPM & Key Detection
Prevent double-time or half-time timing errors. The pipeline double-checks temporal results against musical profiles and genre tags to ensure a precise grid.
Crafted for the macOS Minimalist
Ditch bloated, resource-heavy web wrappers and complex command line developer setups.
Snappy Svelte 5 & Rust Core
Built as a single-process Tauri 2 and native Rust application. Enjoy lightning-fast startup times and a low memory footprint — no background services or runtimes required.
Sandboxed System Safety
Runs fully sandboxed. Deep Cuts only reads files from watched directories you explicitly select, ensuring system security and privacy.
Interactive Visual Tools
Visualize your collection with a 2D UMAP Music Map, plot relative loudness and mood spider charts, and compare audio statistical breakdowns in real time.
Built for the Sovereign Music Archivist
Preserve your local music library's integrity with absolute privacy and data sovereignty.
100% Offline Curation
No phone-home telemetry, trackers, or cloud dependencies. Your files and computed analysis metrics remain completely on your local machine.
Non-Destructive Sidecars
Store your computed keys, BPMs, and genre labels in optional .dc.json sidecar files next to your audio. Your pristine media directory remains untouched, and re-indexing is near-instantaneous if you move folders.
AcoustID Tag Enrichment
Automatically match missing album, artist, and release tags using AcoustID acoustic fingerprinting, and cache cover art locally without cluttering your filesystem.