Artificial Intelligence-Assisted Music Education: A Critical Synthesis of Challenges and Opportunities

Artificial intelligence (AI) is a hot topic that presents new challenges and opportunities for the improvement of educational processes. The disruptive and transformative force of this new technological development implies the adaptation of educational ecosystems for its use and integration as a didactic and pedagogical resource. From this perspective, a systematic literature review has been conducted to analyze the didactic potential of generative AI tools in the field of promoting artistic creativity in music education. The research results confirm that the incorporation of AI in music education is paving the way for a more personalized, interactive and efficient learning experience. In addition, the analysis suggests nine fundamental fields of IA implementation in music education: virtual and augmented reality (VR; VA); learning personalization, intelligent tutoring systems; composition assistants; improved historical and contextual learning; assessment systems; interactive ear training and music theory systems; tools for music collaboration and performance; and assistive technologies. Furthermore, the challenges presented by the intersection of AI and digital didactics in the field of music education are discussed.

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Publication Details

Journal
Education Sciences
Published
2024-10-28
DOI
https://doi.org/10.3390/educsci14111171
Citations
36
Primary Topic
Neuroscience and Music Perception
Type
article
Field-Weighted Citation Impact
12.34

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article

Artificial Intelligence-Assisted Music Education: A Critical Synthesis of Challenges and Opportunities

Sara González Gutiérrez, Bohdan Syroyid Syroyid, Javier Merchán Sánchez-Jara, Javier Cruz Rodríguez
36 citations
Education Sciences
Neuroscience and Music Perception
12.34
article

Artificial Intelligence-Assisted Music Education: A Critical Synthesis of Challenges and Opportunities

Sara González Gutiérrez, Bohdan Syroyid Syroyid, Javier Merchán Sánchez-Jara, Javier Cruz Rodríguez
article en
36 citations

Abstract

Artificial intelligence (AI) is a hot topic that presents new challenges and opportunities for the improvement of educational processes. The disruptive and transformative force of this new technological development implies the adaptation of educational ecosystems for its use and integration as a didactic and pedagogical resource. From this perspective, a systematic literature review has been conducted to analyze the didactic potential of generative AI tools in the field of promoting artistic creativity in music education. The research results confirm that the incorporation of AI in music education is paving the way for a more personalized, interactive and efficient learning experience. In addition, the analysis suggests nine fundamental fields of IA implementation in music education: virtual and augmented reality (VR; VA); learning personalization, intelligent tutoring systems; composition assistants; improved historical and contextual learning; assessment systems; interactive ear training and music theory systems; tools for music collaboration and performance; and assistive technologies. Furthermore, the challenges presented by the intersection of AI and digital didactics in the field of music education are discussed.

Education SciencesVol. 14(11)
Universidad de Salamanca (ES)
Institute of Education Sciences, H2020 Marie Skłodowska-Curie Actions
Quality Education
Openalex Percentile: Top 1%
Neuroscience and Music Perception
12.34
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Artificial Intelligence-Assisted Music Education: A Critical Synthesis of Challenges and Opportunities — Sara González Gutiérrez, Bohdan Syroyid Syroyid, et al. · Education Sciences (2024) | TGRS Research Map | TGRS