AIMC Topic: Music

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Online music-assisted rehabilitation system for depressed people based on deep learning.

Progress in neuro-psychopharmacology & biological psychiatry Jul 18, 2022
The processing of negative emotions is closely related to the occurrence of depression, and improving the mood of patients with depression has an important effect on improving symptoms. This article applies deep learning to the diagnosis and treatmen...
Humans Deep Learning Affect Music
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Deep Learning Dual Neural Networks in the Construction of Learning Models for Online Courses in Piano Education.

Computational intelligence and neuroscience Jul 13, 2022
The use of deep learning (DL) and artificial intelligence (AI) in teaching children piano lessons promotes modern piano instruction and enhances the overall quality of education. To begin, a more thorough explanation of the teaching environment and t...
Humans Neural Networks, Computer Artificial Intelligence Deep Learning Child Intelligence Music
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Music Score Recognition Method Based on Deep Learning.

Computational intelligence and neuroscience Jul 7, 2022
In recent years, the recommendation application of artificial intelligence and deep music has gradually become a research hotspot. As a complex machine learning algorithm, deep learning can extract features with value laws through training samples. T...
Neural Networks, Computer Artificial Intelligence Algorithms Deep Learning Music
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Music Emotion Classification Method Based on Deep Learning and Explicit Sparse Attention Network.

Computational intelligence and neuroscience Jun 21, 2022
In order to improve the accuracy of music emotion recognition and classification, this study combines an explicit sparse attention network with deep learning and proposes an effective emotion recognition and classification method for complex music da...
Deep Learning Emotions Music Happiness
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Music Emotion Classification Method Based on Deep Learning and Improved Attention Mechanism.

Computational intelligence and neuroscience Jun 20, 2022
Since the existing music emotion classification researches focus on the single-modal analysis of audio or lyrics, the correlation among models are neglected, which lead to partial information loss. Therefore, a music emotion classification method bas...
Neural Networks, Computer Deep Learning Emotions Music
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Design of Neural Network Model for Cross-Media Audio and Video Score Recognition Based on Convolutional Neural Network Model.

Computational intelligence and neuroscience Jun 13, 2022
In this paper, the residual convolutional neural network is used to extract the note features in the music score image to solve the problem of model degradation; then, multiscale feature fusion is used to fuse the feature information of different lev...
Neural Networks, Computer Algorithms Music
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The Psychological Education Strategy of Music Generation and Creation by Generative Confrontation Network under Deep Learning.

Computational intelligence and neuroscience Jun 13, 2022
In order to study the role of generative adversarial network (GAN) in music generation, this article creates a convolutional GAN-based Midinet as a baseline model through the music generation process and creative psychological education and GAN princ...
Neural Networks, Computer Deep Learning Image Processing, Computer-Assisted 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 Deep Learning Movement Music Dancing
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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 Image Processing, Computer-Assisted Music
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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...
Neural Networks, Computer Signal Processing, Computer-Assisted Music
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