AIMC Topic: Music

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Deep neural network models reveal interplay of peripheral coding and stimulus statistics in pitch perception.

Nature communications Dec 14, 2021
Perception is thought to be shaped by the environments for which organisms are optimized. These influences are difficult to test in biological organisms but may be revealed by machine perceptual systems optimized under different conditions. We invest...
Noise Sound Humans Neural Networks, Computer Music Acoustic Stimulation Cochlea Pitch Discrimination Pitch Perception
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Research on the Application of Intelligent Choreography for Musical Theater Based on Mixture Density Network Algorithm.

Computational intelligence and neuroscience Nov 29, 2021
Musical choreography is usually completed by professional choreographers, which is very professional and time-consuming. In order to realize the intelligent choreography of musical, based on the mixed density network (MDN), this paper generates the d...
Motion Artificial Intelligence Music Algorithms Movement
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Research on Classroom Online Teaching Model of "Learning" Wisdom Music on Wireless Network under the Background of Artificial Intelligence.

Computational and mathematical methods in medicine Nov 27, 2021
This article uses a multimodal smart music online teaching method combined with artificial intelligence to address the problem of smart music online teaching and to compensate for the shortcomings of the single modal classification method that only u...
Music Wireless Technology Humans Computer Simulation Models, Educational Artificial Intelligence Computational Biology Computer-Assisted Instruction Education, Distance
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A Study of Piano Timbre Teaching in the Context of Artificial Intelligence Interaction.

Computational intelligence and neuroscience Nov 27, 2021
This paper provides an in-depth analysis and research on piano timbre teaching in the context of artificial intelligence interaction, a bold vision of piano teaching, proposes a feasible solution in terms of teaching modules in intelligent piano teac...
Artificial Intelligence Universities Music Writing Humans Students
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Bioinspired translation of classical music intoprotein structures using deep learning and molecular modeling.

Bioinspiration & biomimetics Nov 26, 2021
Architected biomaterials, as well as sound and music, are constructed from small building blocks that are assembled across time- and length-scales. Here we present a novel deep learning-enabled integrated algorithmic workflow to merge the two concept...
Deep Learning Proteins Music Creativity Sound Animals
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Research on the Interaction of Genetic Algorithm in Assisted Composition.

Computational intelligence and neuroscience Nov 22, 2021
Computer-aided composition is an attempt to use a formalized process to minimize human (or composer) involvement in the creation of music using a computer. Exploring the problem of computer-aided composition can enable us to understand and simulate t...
Music Humans Artificial Intelligence
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Environmental sound classification using temporal-frequency attention based convolutional neural network.

Scientific reports Nov 3, 2021
Environmental sound classification is one of the important issues in the audio recognition field. Compared with structured sounds such as speech and music, the time-frequency structure of environmental sounds is more complicated. In order to learn ti...
Models, Theoretical Models, Statistical Learning Speech Sound Attention Motivation Noise Acoustics Humans Algorithms Research Design Neural Networks, Computer Recognition, Psychology Semantics Music
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Music video emotion classification using slow-fast audio-video network and unsupervised feature representation.

Scientific reports Oct 6, 2021
Affective computing has suffered by the precise annotation because the emotions are highly subjective and vague. The music video emotion is complex due to the diverse textual, acoustic, and visual information which can take the form of lyrics, singer...
Music Emotions Video Recording ROC Curve Models, Theoretical Machine Learning Databases, Factual
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Compensated Fuzzy Neural Network-Based Music Teaching Ability Assessment Model.

Computational intelligence and neuroscience Sep 28, 2021
College is the main place to carry out music teaching, and it is important to assess the music teaching ability in college effectively. Based on this, this paper firstly analyzes the necessity of music teaching ability assessment and briefly summariz...
Humans Algorithms Reproducibility of Results Neural Networks, Computer Fuzzy Logic Music
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Deep-Learning-Based Multimodal Emotion Classification for Music Videos.

Sensors (Basel, Switzerland) Jul 20, 2021
Music videos contain a great deal of visual and acoustic information. Each information source within a music video influences the emotions conveyed through the audio and video, suggesting that only a multimodal approach is capable of achieving effici...
Emotions Facial Expression Music Neural Networks, Computer Deep Learning
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