Music Performance Rendering
5 papers with code • 0 benchmarks • 2 datasets
Music performance rendering is the task of generating human-like performances for written musical scores.
Benchmarks
These leaderboards are used to track progress in Music Performance Rendering
ASAP (Aligned Scores and Performances)
Most implemented papers
Graph Neural Network for Music Score Data and Modeling Expressive Piano Performance
jdasam/virtuosoNet
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ICML 2019
Music score is often handled as one-dimensional sequential data.
VirtuosoNet: A Hierarchical RNN-based System for Modeling Expressive Piano Performance
jdasam/virtuosoNet
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ISMIR 2019
In this paper, we present our application of deep neural network to modeling piano performance, which imitates the expressive control of tempo, dynamics, articulations and pedaling from pianists.
Reconstructing Human Expressiveness in Piano Performances with a Transformer Network
tangjjbetsy/RHEPP-Transformer
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Capturing intricate and subtle variations in human expressiveness in music performance using computational approaches is challenging.
ScorePerformer: Expressive Piano Performance Rendering With Fine-Grained Control
ilya16/ScorePerformer
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ISMIR 2023
We present ScorePerformer, an encoder-decoder transformer with hierarchical style encoding heads for controllable rendering of expressive piano music performances.
DExter: Learning and Controlling Performance Expression with Diffusion Models
anusfoil/DExter
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The perceptual-feature-conditioned generation and transferring capabilities of DExter are verified by a proxy model predicting perceptual characteristics of differently steered performances.
