The ROC system functions through a two-stage generation-retrieval pipeline designed to ensure that generated music adheres to structures like rhythm and chord progressions.
A melody language model is trained on vast amounts of music data to generate high-quality melody fragments. These fragments are stored in a database and indexed by key musical features. Re-Creation
When a user provides lyrics and a preferred chord progression, the system infers necessary melody features for each sentence. It then queries the database to retrieve and concatenate relevant melody fragments that satisfy specific composition guidelines. Key Research Papers on "Re-Creation" Re-Creation
Assessing how humans perceive dimensions in virtual environments. Re-Creation