AIMC Topic: Music

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Technical Note: Quantifying music-dance synchrony during salsa dancing with a deep learning-based 2D pose estimator.

Journal of biomechanics Jun 8, 2022
Dance interventions hold promise for improving gait and balance in people with neurological conditions. It is possible that synchronization of movement to the music is one of the mechanisms through which dance bestows physical benefits. This technica...
Humans Music Dancing Movement Deep Learning
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A Deep Learning-Based Piano Music Notation Recognition Method.

Computational intelligence and neuroscience Jun 2, 2022
In the era of rapid development of computer technology, piano music notation and electronic synthesis system can be established using computer technology, and the basic laws of music score can be analyzed from the perspective of image processing, whi...
Deep Learning Music Image Processing, Computer-Assisted
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Spectral-Temporal Receptive Field-Based Descriptors and Hierarchical Cascade Deep Belief Network for Guitar Playing Technique Classification.

IEEE transactions on cybernetics May 19, 2022
Music information retrieval is of great interest in audio signal processing. However, relatively little attention has been paid to the playing techniques of musical instruments. This work proposes an automatic system for classifying guitar playing te...
Signal Processing, Computer-Assisted Music Neural Networks, Computer
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The Classification of Music and Art Genres under the Visual Threshold of Deep Learning.

Computational intelligence and neuroscience May 18, 2022
Wireless networks are commonly employed for ambient assisted living applications, and artificial intelligence-enabled event detection and classification processes have become familiar. However, music is a kind of time-series data, and it is challengi...
Artificial Intelligence Deep Learning Neural Networks, Computer Music
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Music Morphology Interaction under Artificial Intelligence in Wireless Network Environment.

Computational intelligence and neuroscience May 14, 2022
Music has become the main information carrier, and music and its emotional expression are accurately classified to obtain relevant information. However, how to classify music accurately is a problem that needs to be discussed. The concept and feature...
Wireless Technology Recognition, Psychology Music Artificial Intelligence Algorithms Neural Networks, Computer
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Study on Integration and Application of Artificial Intelligence and Wireless Network in Piano Music Teaching.

Computational intelligence and neuroscience May 14, 2022
Until 2019, most people had never faced the situation that would be their life-changing moment. Most universities are conducting classes for their students with the help of virtual classrooms indicating massive technological growth. However, this dev...
Artificial Intelligence Humans Technology Algorithms Universities Students Music
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Application of Lightweight Deep Learning Model in Vocal Music Education in Higher Institutions.

Computational intelligence and neuroscience Mar 26, 2022
The aim is to improve the teaching quality of music majors and cultivate their innovative ability. This article takes Vocal Music Education (VME) method as the research object to explore the teaching reform of Music Major courses. Firstly, this artic...
Music Neural Networks, Computer Humans Deep Learning Students
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Multi-Modal Song Mood Detection with Deep Learning.

Sensors (Basel, Switzerland) Jan 29, 2022
The production and consumption of music in the contemporary era results in big data generation and creates new needs for automated and more effective management of these data. Automated music mood detection constitutes an active task in the field of ...
Affect Music Information Storage and Retrieval Deep Learning Emotions
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Data analysis and personalized recommendation of western music history information using deep learning under Internet of Things.

PloS one Jan 26, 2022
To improve the teaching effect of western music history, the curriculum reform of history education needs to be promoted under the background of the Internet of Things (IoT). At first, a discussion is made on the characteristics of history course, wh...
Music Internet of Things Algorithms Humans Data Mining Deep Learning
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Research on Music Style Classification Based on Deep Learning.

Computational and mathematical methods in medicine Jan 18, 2022
Music style is one of the important labels for music classification, and the current music style classification methods extract features such as rhythm and timbre of music and use classifiers to achieve classification. The classification accuracy is ...
Neural Networks, Computer Algorithms Humans Computational Biology Signal Processing, Computer-Assisted Deep Learning Computer Simulation Classification Acoustics Music
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