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Symbolic Music Representations for Classification Tasks: A Systematic Evaluation
In this paper, we present a series of systematic experiments to investigate the impact of symbolic representations for three piece-level tasks.
Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Canchino Chacon
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Symbolic Music Representations for Classification Tasks: A Systematic Evaluation
Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem
In this paper we present a Heterogeneous Graph model of the musical score for Voice Separation in Symbolic Music.
Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
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The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist
This paper introduces the ACCompanion, an expressive accompaniment system.
Carlos Cancino-Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Nimrod Varga, Gerhard Widmer
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Cadence Detection in Symbolic Classical Music using Graph Neural Networks
In this paper we present a Graph model of musical score and a Graph Neural Network to detect cadences.
Emmanouil Karystinaios, Gerhard Widmer
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Cadence Detection in Symbolic Classical Music using Graph Neural Networks
partitura: A Python Package for Handling Symbolic Musical Data
In this paper we present partitura, a Python package music symbolic music processing.
Carlos Canchino Chacon, Silvan Peter, Emmanouil Karystinaios, Francesco Foscarin, Maarten Grachten, Gerhard Widmer
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partitura: A Python Package for Handling Symbolic Musical Data
The match file format: Encoding Alignments between Scores and Performances
In this paper we present the match file format, a format for encoding alignments between performances and scores.
Francesco Foscarin, Emmanouil Karystinaios, Silvan Peter, Carlos Canchino Chacon, Maarten Grachten, Gerhard Widmer
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Music genre descriptor for classification based on Tonnetz trajectories
In this article, we propose a new approach for stylistic music classification, driven by chord material. we present a novel approach without vocabulary restrictions on the chord material but rather an evaluation of the total harmonic content following closely Louis Bigo’s apporach on trajectories in generic simplicial complexes.
Emmanouil Karystinaios, Corentin Guichaoua, Moreno Andreatta, Louis Bigo, Isabelle Bloch
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Music genre descriptor for classification based on Tonnetz trajectories