AI-Powered Mix Diagnostics & Guided Fixes

MixOracle analyzes your stereo mix, identifies technical and musical issues using deterministic DSP feature extraction, and provides step-by-step DAW parameter fixes to help you make better mixing decisions.

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Core Capabilities

Mix Diagnostics: Deterministic detection of frequency masking, harshness, muddiness, and phase cancellation.
Benchmark Scoring: Evaluate dynamic range, crest factor, and spectral balance against 38 genre baselines.
AI Mix Coach: Tailored DAW-specific parameter suggestions (Ableton, Logic, FL Studio, Pro Tools, Studio One, Reaper).
Playback Preview: Simulate loudness normalization and lossy codec compression for Spotify, Apple Music, YouTube, and mobile devices.