contextual embeddings 1expressive performance evaluation 1kernel methods 1self-supervised learning 1symbolic music 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.SD2026
Integrating Contextual Embeddings into Evaluation of Expressive MIDI Piano Performances
Dmitrii Gavrilev, Ilya Borovik, Vladimir Viro
The paper proposes using contextual embeddings from self‑supervised symbolic music models to evaluate expressive MIDI piano performances, showing that these embeddings align with h…
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…