Back to MasterForge

Blog

Data-driven audio analysis and AI music guides. We measure it so you don't have to guess.

New

Suno v5 vs v5.5: What Actually Changed in the Audio?

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.

March 2026 · 15 min read · Audio Analysis Read article
Guide A

Why Your AI Track Sounds Wrong: The Science Behind the Artifacts

Shimmer, 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.

March 2026 · 12 min read · Audio Analysis Read article
Guide

Why Your AI Music Sounds Off — And How to Fix It

AI 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.

February 2026 · 10 min read · Getting Started Read article

Before You Master — Guide Series

Coming soon B — Arrangement for AI: Why 3 Instruments Sound Better Than 5
Coming soon C — Prompting Suno Like a Producer
Coming soon D — From Suno to Spotify: The Complete Release Pipeline