Teaching AI to Think Before It Plays

Instead of predicting sound one token at a time, it introduces a “chain of musical thought” — a planning stage where the model sketches out the song’s structure using CLAP-based audio embeddings before rendering audio.

This shift brings better structure, less repetition, clearer instrumentation, and reference-based generation without copying, moving closer to music with intent.  musicot.github.io