Publications related to Piano | EPFL Graph Search

Edvard Grieg - Lyric Pieces (A corpus of annotated scores)

Martin Alois Rohrmeier, Markus Franz Josef Neuwirth, Johannes Hentschel

This corpus of annotated MuseScore files has been created within the DCML corpus initiative and employs the DCML harmony annotation standard. It is one out of nine similar corpora that have been grouped together to An Annotated Corpus of Tonal Piano Music ...

Zenodo2022

Robert Schumann - Kinderszenen (A corpus of annotated scores)

Martin Alois Rohrmeier, Markus Franz Josef Neuwirth, Johannes Hentschel

This corpus of annotated MuseScore files has been created within the DCML corpus initiative and employs the DCML harmony annotation standard. It is one out of nine similar corpora that have been grouped together to An Annotated Corpus of Tonal Piano Music ...

Zenodo2022

Nikolai Medtner - Tales (A corpus of annotated scores)

Martin Alois Rohrmeier, Markus Franz Josef Neuwirth, Johannes Hentschel

This corpus of annotated MuseScore files has been created within the DCML corpus initiative and employs the DCML harmony annotation standard. It is one out of nine similar corpora that have been grouped together to An Annotated Corpus of Tonal Piano Music ...

Zenodo2022

Learning music composition with recurrent neural networks

Florian François Colombo

Throughout this thesis, we are interested in modeling music composition. To do so, we study the association of music theory concepts with the learning capabilities of recurrent neural networks. Especially, we explore numerical formalizations of music so th ...

EPFL2021

Voice-leading Schema Recognition using Rhythm and Pitch Features

Martin Alois Rohrmeier, Markus Franz Josef Neuwirth, Christoph Finkensiep, Ken Jacques Alfonso Deguernel

Musical schemata constitute important structural building blocks used across historical styles and periods. They consist of two or more melodic lines that are combined to form specific successions of intervals. This paper tackles the problem of recognizing ...

ISMIR2020

ASAP: a Dataset of Aligned Scores and Performances for Piano Transcription

Andrew Philip McLeod

In this paper we present Aligned Scores and Performances (ASAP): a new dataset of 222 digital musical scores aligned with 1068 performances (more than 92 hours) of Western classical piano music.The scores are provided as paired MusicXML files and quantized ...

2020

Long-term evolution of Landau damping in the presence of transverse noise, feedback, and detuning

Xavier Buffat, Sondre Vik Furuseth

The effect of Landau damping is often calculated assuming a Gaussian beam distribution in all transverse degrees of freedom, which agrees reasonably well with beam measurements. However, the stability of the beam is strongly dependent on the details of the ...

AMER PHYSICAL SOC2020

The pleasantness of sensory dissonance is mediated by musical style and expertise

Martin Alois Rohrmeier, Fabian Claude Moss, Markus Franz Josef Neuwirth, Tudor Popescu

Western musical styles use a large variety of chords and vertical sonorities. Based on objective acoustical properties, chords can be situated on a dissonant-consonant continuum. While this might to some extent converge with the unpleasant-pleasant continu ...

2019

Harmonic Syntax in Time: Rhythm Improves Grammatical Models of Harmony

Martin Alois Rohrmeier, Daniel Harasim

Music is hierarchically structured, both in how it is perceived by listeners and how it is composed. Such structure can be elegantly captured using probabilistic grammatical models similar to those used to study natural language. They address the complexit ...

ISMIR2019

Neural encoding of auditory features during music perception and imagery

José del Rocio Millán Ruiz, Stéphanie Martin

Despite many behavioral and neuroimaging investigations, it remains unclear how the human cortex represents spectrotemporal sound features during auditory imagery, and how this representation compares to auditory perception. To assess this, we recorded ele ...

2018

Piano

Edvard Grieg - Lyric Pieces (A corpus of annotated scores)

Robert Schumann - Kinderszenen (A corpus of annotated scores)

Nikolai Medtner - Tales (A corpus of annotated scores)

Learning music composition with recurrent neural networks

Voice-leading Schema Recognition using Rhythm and Pitch Features

ASAP: a Dataset of Aligned Scores and Performances for Piano Transcription

Long-term evolution of Landau damping in the presence of transverse noise, feedback, and detuning

The pleasantness of sensory dissonance is mediated by musical style and expertise

Harmonic Syntax in Time: Rhythm Improves Grammatical Models of Harmony

Neural encoding of auditory features during music perception and imagery

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Nikolai Medtner - Tales (A corpus of annotated scores)

Edvard Grieg - Lyric Pieces (A corpus of annotated scores)

Voice-leading Schema Recognition using Rhythm and Pitch Features

ASAP: a Dataset of Aligned Scores and Performances for Piano Transcription

Long-term evolution of Landau damping in the presence of transverse noise, feedback, and detuning

Robert Schumann - Kinderszenen (A corpus of annotated scores)

Harmonic Syntax in Time: Rhythm Improves Grammatical Models of Harmony

Learning music composition with recurrent neural networks

The pleasantness of sensory dissonance is mediated by musical style and expertise

Neural encoding of auditory features during music perception and imagery