Blog
Tips & Techniques for Music Creators.
DJ TechniquesHow DJs use stem separation to create transitions that would be impossible with full tracks. Practical techniques for club and festival sets.
7 min read
VocalsA practical guide to extracting studio-quality acapellas from finished recordings. When AI works best, when it doesn't, and how to clean up the result.
8 min read
Audio FormatsThe format you choose for your stems affects every downstream step in your workflow. Here's exactly when WAV is worth the file size, and when MP3 is fine.
5 min read
ProductionStep-by-step: how to build a professional remix starting with AI stem extraction, through arrangement, mixing, and final mastering.
10 min read
DrumsHow to extract drum stems from recorded music and turn them into usable loops for production. Includes practical tips for cleaning and editing.
7 min read
TechnologyA non-technical explanation of how the Demucs neural network separates instruments from mixed audio — and what its limitations reveal about music itself.
8 min read
DAW WorkflowsHow to integrate AI-separated stems into Ableton Live for remixing, live performance, and sample-based production. Includes clip slot setup and warp tips.
9 min read
ProductionThe bass stem is one of the most useful and hardest to separate cleanly. Here's how to get the most out of AI bass isolation and process it for modern production.
6 min read
Use CasesAI stem separation enables professional karaoke track creation with better quality than the old phase-cancellation trick. Here's the full workflow.
5 min read
Hip-HopHow to use AI stem separation to isolate the elements you want from classic records, flip them, and build original beats that don't rely on crate-digging luck.
8 min read
Live PerformanceHow touring artists and DJs use stems in live shows — hardware options, Ableton setup, and the practical lessons that come from performing with stems on stage.
7 min read
DJ TechniquesThe difference between a mashup that sounds like a mistake and one that sounds intentional is harmonic compatibility. Here's how to approach it with extracted stems.
6 min read
VocalsAI-extracted vocals need specific processing to sound their best. Here's a signal chain that works for most stem separation outputs.
6 min read
Use CasesYouTubers, streamers, and podcasters are increasingly using stem separation to work around music licensing issues. Here's what's possible and what to watch out for.
6 min read
TechnologyClassical and orchestral recordings are some of the most complex sources for AI stem separation. Here's what works, what doesn't, and why it's still worth trying.
7 min read
IndustryUsing AI to extract stems doesn't change the copyright status of the audio. Here's a practical overview of licensing, fair use, and how to protect yourself as a creator.
7 min read
TechnologyAI has transformed stem separation. What's next? From instrument-specific models to real-time processing, here's where AI audio is heading.
6 min read
IndustryWhen labels, supervisors, and collaborators ask for your stems, they expect a specific format and organization. Here's the industry standard for stem delivery.
5 min read
MixingWhen you layer AI-extracted stems with freshly produced elements, tonal and spatial conflicts arise. Here's how to blend them into a cohesive mix.
7 min read