Concept
Algorithmic composition
Related publications (32)
Automated music composition and generation system and method
An automated music composition and generation system for automatically harmonizing digital pieces of music using an automated music composition and generation engine for multi-voice music harmonization, including a system-user interface configured to input ...
2023Learning music composition with recurrent neural networks
Throughout this thesis, we are interested in modeling music composition. To do so, we study the association of music theory concepts with the learning capabilities of recurrent neural networks. Especially, we explore numerical formalizations of music so th ...
EPFL2021Discovering Tonal Profiles with Latent Dirichlet Allocation
Martin Alois Rohrmeier, Fabian Claude Moss
Music analysis, in particular harmonic analysis, is concerned with the way pitches are organized in pieces of music, and a range of empirical applications have been developed, for example, for chord recognition or key finding. Naturally, these approaches r ...
2021Processing and micro-mechanical characterization of multi-component transition MC carbides in iron
Andreas Mortensen, Goran Zagar, Léa Deillon, Marta Fornabaio, Lionel Michelet
We prepare multi-component transition monocarbides of chosen composition by arc-melting together a pre-alloy of the transition metals and cast iron. Based on the elements Ti, Ta, V, Nb and W, 51 different binary, ternary and quaternary compositions are pro ...
2021Oscillating and stable genome topologies underlie hepatic physiological rhythms during the circadian cycle
Felix Naef, Jake Yeung, Jérôme Mermet
The circadian clock drives extensive temporal gene expression programs controlling daily changes in behavior and physiology. In mouse liver, transcription factors dynamics, chromatin modifications, and RNA Polymerase II (PolII) activity oscillate throughou ...
2021The Learnability of the Grammar of Jazz: Bayesian Inference of Hierarchical Structures in Harmony
Musical grammar describes a set of principles that are used to understand and interpret the structure of a piece according to a musical style.
The main topic of this study is grammar induction for harmony --- the process of learning structural principles f ...
EPFL2020Music enhances structural maturation of emotional processing neural pathways in very preterm infants
Nicolas Kunz, Laura Ioana Gui, François Lazeyras
Prematurity disrupts brain maturation by exposing the developing brain to different noxious stimuli present in the neonatal intensive care unit (NICU) and depriving it from meaningful sensory inputs during a critical period of brain development, leading to ...
2020