Inpainting of Long Audio Segments With Similarity Graphs

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Publications associées (27)

Music enhances structural maturation of emotional processing neural pathways in very preterm infants

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Prematurity disrupts brain maturation by exposing the developing brain to different noxious stimuli present in the neonatal intensive care unit (NICU) and depriving it from meaningful sensory inputs during a critical period of brain development, leading to ...

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

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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 ...

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A computer-implemented method for operating a haptic device, the haptic device comprising a plurality of tactile displays configured to provide haptic stimuli to a user, the method including the steps of (a) processing an audio signal derived from an audio ...

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Design Patterns for Resource-Constrained Automated Deep-Learning Methods

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We present an extensive evaluation of a wide variety of promising design patterns for automated deep-learning (AutoDL) methods, organized according to the problem categories of the 2019 AutoDL challenges, which set the task of optimizing both model accurac ...

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Sparse and Parametric Modeling with Applications to Acoustics and Audio

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Recent advances in signal processing, machine learning and deep learning with sparse intrinsic structure of data have paved the path for solving inverse problems in acoustics and audio. The main task of this thesis was to bridge the gap between the powerfu ...

EPFL2020

Music processing in preterm and full-term newborns: A psychophysiological interaction (PPI) approach in neonatal fMRI

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Neonatal Intensive Care Units (NICU) provide special equipment designed to give life support for the increasing number of prematurely born infants and assure their survival. More recently NICU's strive to include developmentally oriented care and modulate ...

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

Martin Alois Rohrmeier, Markus Franz Josef Neuwirth, Fabian Claude Moss, 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 ...

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