MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer [PDF]
We introduce MIDI-VAE, a neural network model based on Variational Autoencoders that is capable of handling polyphonic music with multiple instrument tracks, as well as modeling the dynamics of music by incorporating note durations and velocities.
Brunner, Gino +3 more
core +5 more sources
PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music [PDF]
Definitive embeddings remain a fundamental challenge of computational musicology for symbolic music in deep learning today. Analogous to natural language, music can be modeled as a sequence of tokens.
Liang Hongru +5 more
openalex +3 more sources
The Dynamics of Mastery Motivation and Its Relationship with Self-Concept in Music Education [PDF]
Musical education hinges on students’ mastery motivation and self-concept, which are crucial for effective musical learning. Despite the acknowledgement of their individual importance, the relationship between these factors within music education remains
Márta Janurik +4 more
openalex +2 more sources
Unraveling the Temporal Dynamics of Reward Signals in Music-Induced Pleasure with TMS [PDF]
Music's ability to induce feelings of pleasure has been the subject of intense neuroscientific research lately. Prior neuroimaging studies have shown that music-induced pleasure engages cortico-striatal circuits related to the anticipation and receipt of
Ernest Mas‐Herrero +3 more
openalex +2 more sources
Everyday Parameters for Episode‐to‐Episode Dynamics in the Daily Music of Infancy [PDF]
Experience‐dependent change pervades early human development. Though trajectories of developmental change have been well charted in many domains, the episode‐to‐episode schedules of experiences on which they are hypothesized to depend have not.
Jennifer K. Mendoza, Caitlin M. Fausey
openalex +2 more sources
Deep Music Information Dynamics
Generative musical models often comprise of multiple levels of structure, presuming that the process of composition moves between background to foreground, or between generating musical surface and some deeper and reduced representation that governs ...
Shlomo Dubnov, Ke Chen, Kevin Huang
doaj +3 more sources
Dynamical systems theory for music dynamics
We show that, when music pieces are cast in the form of time series of pitch variations, the concepts and tools of dynamical systems theory can be applied to the analysis of {\it temporal dynamics} in music. (i) Phase space portraits are constructed from
Boon, Jean Pierre, Decroly, Olivier
core +3 more sources
Music streaming and its consequences within the dynamics of power, consumption and creation
Streaming has dominated the consumption of music and audiovisual media over the last five years. 80% of music in Mexico is now consumed through streaming (Gutiérrez, 2019) YouTube, Netflix and Spotify present an unquestionable hegemony in the Western ...
Ulises Hadjis Labarca
doaj +3 more sources
The early adolescent brain on music: Analysis of functional dynamics reveals engagement of orbitofrontal cortex reward system [PDF]
Music listening plays a pivotal role for children and adolescents, yet surprisingly few neuroimaging studies have studied the underlying functional dynamics.
Maria Celeste Fasano +6 more
openalex +2 more sources
This paper contributes to the understanding of market categorisation processes. More specifically, it analyses the evolution of the independent music category, characterised as a fuzzy category by its instability and as an alternative category by its ...
Boris Collet +2 more
doaj +3 more sources

