Evolutionary Algorithm-Based Composition of Hybrid-Genre Melodies Using Selected Feature Sets

• Main Authors: Samson, Aran V, Coronel, Andrei D
• Format: text
• Published: Archīum Ateneo 2016
• Subjects: Feature extraction; Algorithm design and analysis; Music; Support vector machines; Rocks; Decision trees; Multiple signal classification; computer music; evolutionary algorithm; hybrid-genre; music features; Computer Sciences; Theory and Algorithms
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/288; https://ieeexplore.ieee.org/document/7805748
• Institution: Ateneo De Manila University

Algorithmically generating music using specialized algorithms is a growing focus in computer science. The success of these specialized algorithms in generating music, however, depends heavily on the fitness function that is used to score the generated music and equally as important is how the fitnes...