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Online music teaching model based on machine learning and neural network
Soft Computing - A Fusion of Foundations, Methodologies and Applications, 2023 In order to improve the efficiency of online music teaching and the recognition efficiency of teachers, students and various music symbols, this paper builds an online music teaching model based on machine learning and neural network algorithms and ...
Li Yuan
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Feature Extraction and Classification of Music Content Based on Deep Learning
Advances in Multimedia, 2022 To study the use of in-depth training in extracting and classifying the content of music samples, the work offers an algorithm for identifying and classifying musical genres based on a deep network of beliefs, enabling it to be used to extract and ...
Qianqiu Shi, Young Chun Ko
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Solfeggio Teaching Method Based on MIDI Technology in the Background of Digital Music Teaching
International Journal of Web-Based Learning and Teaching Technologies, 2023 This research aims at teaching solfeggio and ear training in college music and proposes a teaching method for college music note recognition that combines the musical instrument digital interface (MIDI) and hidden Markov models (HMM).
Shuo Shen, Kehui Wu
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Active Learning Music Genre Classification Based on Support Vector Machine
Advances in Multimedia, 2022 The improved SVM (support vector machine) offers an active training method that provides users with the most informative sample through multiple iterations and adds it to the training package, which can significantly reduce the cost of manually labeling ...
Guanghui Deng, Young Chun Ko
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Artificial Intelligence Technology Assisted Music Teaching Design
Scientific Programming, 2021 With the continuous improvement of the global economic level and scientific level, information technology has penetrated into all fields of people’s life.
Dandan Dai
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Design of Vocal Music Teaching System Platform for Music Majors Based on Artificial Intelligence
Wireless Communications and Mobile Computing, 2022 The cyberspace consisting of information technology, artificial intelligence (AI), communication systems, computer systems, automatic control systems, digital devices, and the applications, services, and data they carry is advancing in an unprecedented ...
Xiaoxia Wang
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Analysis of Multimedia Teaching Path of Popular Music Based on Multiple Intelligence Teaching Mode
Advances in Multimedia, 2022 Pop music multimedia is one of the popular digital pop music types. Based on the multiple intelligences teaching model, a multimedia multiple intelligences teaching method of popular music is proposed. This method not only analyzes the characteristics of
Dongfang Wang
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Research on interactive innovation of computer-aided music teaching [PDF]
MATEC Web of Conferences, 2022 Music education is an important subject that deepens five education and promotes students' art accomplishment and humanity cultivation in an all-round way, which is of great practical value to improve students' comprehensive quality.
Wang Jing, Deng Xiaolong
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Discrete Dynamics in Nature and Society, 2022 Music is an art course that is different from traditional subjects. It not only needs to teach basic music knowledge but also needs to show the timbre contained in music itself, the form of music creation, or the effects expressed by music.
Yifan Fan
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Educare, 2022 The digital era has changed how children experience music. Few studies have been undertaken from a didaktik perspective with a focus on digitalized music teaching in the preschool setting.
Ylva Carolina Holmberg
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