The current music teaching can effectively improve students' music emotional expression indirectly. How to use the PSO-BP neural network to realize the quantitative research of music emotional expression is the current development trend. Based on this, this paper studies the influence factors of music emotion expression based on PSO-BP neural network and big data analysis. Firstly, a music emotion expression analysis model based on PSO-BP neural network algorithm is proposed. The autocorrelation function is used to simulate the emotion expression information in music. Through the maximum value of the autocorrelation function curve in the detection process, the vocal music signal is restored, and then the emotion expressed is analyzed. Secondly, the influence factors of PSO-BP neural network algorithm in music emotion expression are analyzed. The improved PSO-BP neural network algorithm and multidimensional data model are used for comprehensive analysis to accurately analyze the emotion in music expression, and the fuzzy evaluation method and analytic hierarchy process are used for quality evaluation. Finally, the validity of the music emotion analysis model is verified by many experiments.
机构:
Chongqing Coll Mobile Commun, Chongqing 401520, Peoples R China
Chongqing Key Lab Publ Big Data Secur Technol, Chongqing 401420, Peoples R ChinaChongqing Coll Mobile Commun, Chongqing 401520, Peoples R China
机构:
Harbin Normal Univ, Sch Econ, Harbin 150025, Heilongjiang, Peoples R ChinaHarbin Normal Univ, Sch Econ, Harbin 150025, Heilongjiang, Peoples R China
机构:
Chongqing Univ Educ, Dept Math & Informat Engn, Chongqing, Peoples R ChinaChongqing Univ Educ, Dept Math & Informat Engn, Chongqing, Peoples R China
Shi, Chengxiang
Tan, Yun
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Chongqing Univ Educ, Dept Math & Informat Engn, Chongqing, Peoples R ChinaChongqing Univ Educ, Dept Math & Informat Engn, Chongqing, Peoples R China
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Chengdu Univ, Col Literature & Journalism, Chengdu 610106, Sichuan, Peoples R ChinaChengdu Univ, Col Literature & Journalism, Chengdu 610106, Sichuan, Peoples R China
Zhang, Cheng
Liu, Xingjun
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Sanya Univ, Sch Humanities & Commun, Sanya 572022, Hainan, Peoples R ChinaChengdu Univ, Col Literature & Journalism, Chengdu 610106, Sichuan, Peoples R China
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Zhejiang Tech Inst Econ, Dept Business Adm, Hangzhou 310016, Peoples R ChinaZhejiang Tech Inst Econ, Dept Business Adm, Hangzhou 310016, Peoples R China
Li, Haiqiu
Ahmed, Syed Hassan
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Zhejiang Tech Inst Econ, Dept Business Adm, Hangzhou 310016, Peoples R ChinaZhejiang Tech Inst Econ, Dept Business Adm, Hangzhou 310016, Peoples R China