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Exploring the Role of Deep Learning Technology in the Sustainable Development of the Music Production Industry

Sung-Shun Weng, Hung-Chia Chen

2020Sustainability53 citationsDOIOpen Access PDF

Abstract

This study explores the role of deep learning technology in the sustainable development of the music production industry. This article surveys the opinions of Taiwanese music creation professionals and uses partial least squares (PLS) regression to analyze and elucidate the importance of deep learning technology in the music production industry. We found that deep learning cannot replace human creativity, but greater investment in this technology can improve the quality of music creation. In order to achieve sustainable development in the music production industry, industry participants need to awaken consumers’ awareness of music quality, actively enhance the unique value of their art, and strengthen cooperation between industries to provide a friendly environment for listeners.

Topics & Concepts

CreativityProduction (economics)Music industrySustainable developmentQuality (philosophy)Order (exchange)BusinessMarketingKnowledge managementEngineeringComputer sciencePsychologyMusic educationEconomicsPolitical sciencePedagogyMacroeconomicsPhilosophyFinanceLawEpistemologySocial psychologyMusic Technology and Sound StudiesMusic and Audio ProcessingDiverse Musicological Studies