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cs.SD2026
Integrating Contextual Embeddings into Evaluation of Expressive MIDI Piano Performances
Dmitrii Gavrilev, Ilya Borovik, Vladimir Viro
Objective evaluation of expressive MIDI piano performances typically relies on attribute statistics such as timing, velocity, and duration of individual notes. However, these metho…
cs.SD2026
PianoKontext: Expressive Performance Rendering from Deadpan Context
Dmitrii Gavrilev
Expressive performance rendering (EPR) aims to generate realistic performances constrained on sequences of notes. However, flow matching audio editing models manipulate only synchr…
cs.SD2025
SyMuPe: Affective and Controllable Symbolic Music Performance
Ilya Borovik, Dmitrii Gavrilev, Vladimir Viro
Emotions are fundamental to the creation and perception of music performances. However, achieving human-like expression and emotion through machine learning models for performance…