Sstemsplitinstemsplit.hashnode.dev·May 9 · 3 min readWe Published an Open Stem Separation Benchmark on Hugging Face (4 Models, 50 Tracks)We run StemSplit — a hosted stem-separation service — and we needed an honest, public, reproducible way to benchmark the models we use against the state of the art. So we built one and open-sourced it. stem-separation-benchmark-2026 is now live on Hu...00
Sstemsplitinstemsplit.hashnode.dev·May 7 · 8 min readAudio Stem Separation in Python: Demucs, Spleeter & API Compared (2026 Guide)You've probably heard the term "stem separation" thrown around in music production, ML research, and audio tooling circles. But what exactly is it, and how do you do it programmatically in Python? This guide is the definitive answer. We'll cover the ...00
Sstemsplitinstemsplit.hashnode.dev·May 6 · 7 min readHow to Extract Acapella from Any Song in Python: Demucs, API & YouTube Pipeline (2026)You're building a remix tool, a karaoke generator, a vocal training dataset, or just trying to get a clean acapella for a mash-up — and you need a programmatic way to strip the instrumental from any audio file. The good news: in 2026 this is a solved...00
Sstemsplitinstemsplit.hashnode.dev·Feb 1 · 8 min readBest Audio Editing Software in 2026: I Tested 10 Programs for Music ProductionI've been producing music and editing audio for over a decade. I've used everything from free tools to $600 professional DAWs. Here's my honest comparison of the best audio editing software in 2026, based on actual use - not marketing promises. What...00
Sstemsplitinstemsplit.hashnode.dev·Jan 31 · 12 min readHow to Remove Background Music from YouTube Videos (Without Breaking Copyright)You've got a great video, but there's copyrighted music in the background. Now YouTube's copyright bot is threatening to take it down, demonetize it, or worse - give you a strike. I've helped hundreds of content creators solve this problem. Here's ho...00
