LittleHolland: Continuous Machine Learning for Electronic Music Composition
LittleHolland: Continuous Machine Learning for Electronic Music Composition Authors : Volodymyr Ovcharov (Kyiv Institute of Cybernetics) Year : 2024 Abstract LittleHolland aims to revolutionize the music composition process by creating a continuous machine learning framework using the Mamba architecture. The project focuses on training large language models to produce sophisticated electronic music, emulating the creativity of human composers. By integrating advanced AI technologies and innovative methodologies, LittleHolland seeks to automate and enhance music creation, providing musicians with powerful tools to generate, manipulate, and refine musical compositions. The Mamba architecture, at the core of LittleHolland, facilitates the handling of complex dependencies in multi-track music generation. This architecture employs an encoder-decoder structure with a multi-head attention mechanism, allowing it to manage long-term dependencies and maintain musical coherence. Additionally, Lit...