Data-driven audio analysis and AI music guides. We measure it so you don't have to guess.
We measured 15 audio metrics across 5 genres to find out what v5.5 actually changed. The answer involves genre-adaptive intelligence, not just cleaner audio. Iron Doctrine's shimmer increased 258% — and sounds better.
Guide AShimmer, fog, presence holes, bass anomalies — we ran spectral analysis on AI-generated tracks to identify exactly what makes them sound "off." A deep dive into the five measurable problems hiding in every AI track.
GuideAI music generators like Suno and Udio create impressive tracks, but the raw output has consistent audio problems. Here's what's actually wrong — and a step-by-step walkthrough of how proper mastering fixes it.