livepilot-mix-engine

To fix frequency masking in an Ableton Live mix, this skill uses a critic-based feedback loop to analyze spectral data and apply measured EQ, gain, and pan interventions. It iteratively evaluates each change to resolve masking and spectral imbalances.

You can use this skill for mastering preparation to check dynamic range and ensure optimal headroom. It automatically detects over-compression and headroom problems, applying single dynamic range control interventions to achieve a balanced distribution.

The critic-based audio mixing process works by executing single, measured interventions like EQ or compression, then evaluating the spectral impact before deciding to keep or undo changes. This iterative loop ensures evidence-based mix optimization.

You need integration with the Live Object Model API, and the optional M4L analyzer bridge is required to obtain high-precision spectral data for the analysis. The skill uses this data to detect issues like frequency masking and over-compression.

The best way to manage stereo field and instrument separation is through iterative, evidence-based analysis of spectral balancing. This skill identifies frequency masking and applies targeted pan and EQ adjustments to achieve clear separation between instruments.