AIMC Topic: Music

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One-way dependent clusters and stability of cluster synchronization in directed networks.

Nature communications Jul 1, 2021
Cluster synchronization in networks of coupled oscillators is the subject of broad interest from the scientific community, with applications ranging from neural to social and animal networks and technological systems. Most of these networks are direc...
Humans Cluster Analysis Nonlinear Dynamics Music Animals Models, Theoretical Neural Networks, Computer
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A Novel Method for Sleep-Stage Classification Based on Sonification of Sleep Electroencephalogram Signals Using Wavelet Transform and Recurrent Neural Network.

European neurology Oct 29, 2020
INTRODUCTION: Visual sleep-stage scoring is a time-consuming technique that cannot extract the nonlinear characteristics of electroencephalogram (EEG). This article presents a novel method for sleep-stage differentiation based on sonification of slee...
Adult Reproducibility of Results Electroencephalography Databases, Factual Humans Young Adult Male Wavelet Analysis Female Middle Aged Adolescent Sleep Stages Neural Networks, Computer Music
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Deep Learning-Based Violin Bowing Action Recognition.

Sensors (Basel, Switzerland) Oct 9, 2020
We propose a violin bowing action recognition system that can accurately recognize distinct bowing actions in classical violin performance. This system can recognize bowing actions by analyzing signals from a depth camera and from inertial sensors th...
Movement Deep Learning Music
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Grouping compositions based on similarity of music themes.

PloS one Oct 8, 2020
Finding music pieces whose similarity is explainable in plain musical terms can be of considerable value in many applications. We propose a composition grouping method based on musicological approach. The underlying idea is to compare music notation ...
Natural Language Processing Music Language Cluster Analysis Humans
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Gaussian process inference modelling of dynamic robot control for expressive piano playing.

PloS one Aug 14, 2020
Piano is a complex instrument, which humans learn to play after many years of practice. This paper investigates the complex dynamics of the embodied interactions between a human and piano, in order to gain insights into the nature of humans' physical...
Music Feedback Models, Theoretical Sound Normal Distribution Robotics Humans
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Artificial Neural Networks Solve Musical Problems With Fourier Phase Spaces.

Scientific reports Apr 28, 2020
How does the brain represent musical properties? Even with our growing understanding of the cognitive neuroscience of music, the answer to this question remains unclear. One method for conceiving possible representations is to use artificial neural n...
Auditory Perception Humans Neural Networks, Computer Fourier Analysis Acoustic Stimulation Music
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The averaged inter-brain coherence between the audience and a violinist predicts the popularity of violin performance.

NeuroImage Feb 18, 2020
Why is some music well-received whereas other music is not? Previous research has indicated the close temporal dependencies of neural activity among performers and among audiences. However, it is unknown whether similar neural contingencies exist bet...
Female Young Adult Adult Humans Functional Neuroimaging Support Vector Machine Video Recording Male Spectroscopy, Near-Infrared Music Temporal Lobe Auditory Perception Pleasure Nerve Net
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A Hierarchical Recurrent Neural Network for Symbolic Melody Generation.

IEEE transactions on cybernetics Dec 2, 2019
In recent years, neural networks have been used to generate symbolic melodies. However, the long-term structure in the melody has posed great difficulty to design a good model. In this article, we present a hierarchical recurrent neural network (HRNN...
Choice Behavior Humans Adult Neural Networks, Computer Adolescent Computer Simulation Databases, Factual Music Young Adult
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Sounds interesting: can sonification help us design new proteins?

Expert review of proteomics Nov 27, 2019
: The practice of turning scientific data into music, a practice known as sonification, is a growing field. Driven by analogies between the hierarchical structures of proteins and many forms of music, multiple attempts of mapping proteins to music ha...
Proteins Amino Acid Sequence Protein Engineering Humans Machine Learning Protein Structure, Secondary Music
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Moving in time: Simulating how neural circuits enable rhythmic enactment of planned sequences.

Neural networks : the official journal of the International Neural Network Society Aug 19, 2019
Many complex actions are mentally pre-composed as plans that specify orderings of simpler actions. To be executed accurately, planned orderings must become active in working memory, and then enacted one-by-one until the sequence is complete. Examples...
Connectome Brain Nerve Net Magnetic Resonance Imaging Periodicity Humans Music Models, Neurological Time Perception Neural Networks, Computer
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