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

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 learni...

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Main Authors: Sung-Shun Weng, Hung-Chia Chen
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/12/2/625
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spelling doaj-f7386c466c8d44689d66f982d68d55f22020-11-25T03:30:24ZengMDPI AGSustainability2071-10502020-01-0112262510.3390/su12020625su12020625Exploring the Role of Deep Learning Technology in the Sustainable Development of the Music Production IndustrySung-Shun Weng0Hung-Chia Chen1Department of Information and Finance Management, National Taipei University of Technology, 1, Sec. 3, Zhongxiao E. Rd., Taipei 10608, TaiwanCollege of Management, National Taipei University of Technology, 1, Sec. 3, Zhongxiao E. Rd., Taipei 10608, TaiwanThis 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.https://www.mdpi.com/2071-1050/12/2/625music production industrymusic-artdeep-learning technologymusic for sustainability
collection DOAJ
language English
format Article
sources DOAJ
author Sung-Shun Weng
Hung-Chia Chen
spellingShingle Sung-Shun Weng
Hung-Chia Chen
Exploring the Role of Deep Learning Technology in the Sustainable Development of the Music Production Industry
Sustainability
music production industry
music-art
deep-learning technology
music for sustainability
author_facet Sung-Shun Weng
Hung-Chia Chen
author_sort Sung-Shun Weng
title Exploring the Role of Deep Learning Technology in the Sustainable Development of the Music Production Industry
title_short Exploring the Role of Deep Learning Technology in the Sustainable Development of the Music Production Industry
title_full Exploring the Role of Deep Learning Technology in the Sustainable Development of the Music Production Industry
title_fullStr Exploring the Role of Deep Learning Technology in the Sustainable Development of the Music Production Industry
title_full_unstemmed Exploring the Role of Deep Learning Technology in the Sustainable Development of the Music Production Industry
title_sort exploring the role of deep learning technology in the sustainable development of the music production industry
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2020-01-01
description 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.
topic music production industry
music-art
deep-learning technology
music for sustainability
url https://www.mdpi.com/2071-1050/12/2/625
work_keys_str_mv AT sungshunweng exploringtheroleofdeeplearningtechnologyinthesustainabledevelopmentofthemusicproductionindustry
AT hungchiachen exploringtheroleofdeeplearningtechnologyinthesustainabledevelopmentofthemusicproductionindustry
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