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Mauro Luzzatto

Mauro Luzzatto

Machine learning engineer III at Epidemic Sound.
A laptop with some abstract legs, a stack of books, and lightbulb in front of it
AI research

When music generation models get mixed signals: Investigating conditioning conflicts in Adapt

As music generation models gain the ability to use multiple conditioning signals, such as text prompts and audio, a question arises: how do these signals interact, compound, or even compete? This post shares what we found.
Apr 28, 2026 9 min read
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