Musical Emotion Recognition Based On BP Neural Network

被引：0
|
作者：
Wang, Feifei [1 ]
机构：
[1] Zhejiang Univ, Coll Comp Sci & Technol, Hangzhou 310027, Zhejiang, Peoples R China
来源：
2011 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED INDUSTRIAL DESIGN & CONCEPTUAL DESIGN, VOLS 1 AND 2: NEW ENGINES FOR INDUSTRIAL DESIGN: INTELLIGENCE - INTERACTION - SERVICES | 2011年
关键词：
musical emotions; back-propagation neural network; musical emotion recognition; Chinese folk music;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Music is full of emotion, and the emotion is the essence of music. In order to effectively identify the musical emotions, this paper presents that the back-propagation neural network method is applied to musical emotion recognition which is based on music clips feature database of Chinese folk music. According to BP neural network algorithm, cognitive model of musical emotions is constructed, and then four main types of emotions are identified.
引用
收藏
页码：735 / 738
页数：4
相关论文
共 50 条
  • [1] Emotion Recognition Based on Musical Instrument using Deep Neural Network
    Ashraf, Mohsin
    Ahmad, Farooq
    Rauqir, Raeena
    Abid, Fazeel
    Naseer, Mudasser
    Haq, Ehteshamul
    [J]. 2021 INTERNATIONAL CONFERENCE ON FRONTIERS OF INFORMATION TECHNOLOGY (FIT 2021), 2021, : 323 - 328
  • [2] Speech Emotion Recognition System Based on BP Neural Network in Matlab Environment
    Zhang, Guobao
    Song, Qinghua
    Fei, Shumin
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT 2, PROCEEDINGS, 2008, 5264 : 801 - 808
  • [3] Efficient Emotion Recognition based on Hybrid Emotion Recognition Neural Network
    Ou, Yang-Yen
    Su, Bo-Hao
    Tseng, Shih-Pang
    Hsu, Liu-Yi-Cheng
    Wang, Jhing-Fa
    Kuan, Ta-Wen
    [J]. 2018 INTERNATIONAL CONFERENCE ON ORANGE TECHNOLOGIES (ICOT), 2018,
  • [4] Musical instrument emotion recognition using deep recurrent neural network
    Rajesh, Sangeetha
    Nalini, N. J.
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE, 2020, 167 : 16 - 25
  • [5] Antenna Recognition Based on BP Neural Network
    Zhao, Chunyan
    Shi, Dan
    Gao, Yougang
    [J]. 2012 6TH ASIA-PACIFIC CONFERENCE ON ENVIRONMENTAL ELECTROMAGNETICS (CEEM' 2012), 2012, : 355 - 359
  • [6] Face Recognition Based on BP Neural Network
    Duan, Yubo
    Yu, Tiecheng
    Zhou, Qun
    Liu, Jicheng
    [J]. PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE OF MODELLING AND SIMULATION, VOL III: MODELLING AND SIMULATION IN ELECTRONICS, COMPUTING, AND BIO-MEDICINE, 2008, : 367 - 371
  • [7] Emotion recognition of EMG based on improved L-M BP neural network and SVM
    Yang, Shanxiao
    Yang, Guangying
    [J]. Journal of Software, 2011, 6 (08) : 1529 - 1536
  • [8] Music Emotion Understanding by Computer Based on BP Neural Network
    Liu, Jun
    Huang, Min
    Liu, Jun
    [J]. 2017 10TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI), 2017,
  • [9] Smoke Recognition based on Dictionary and BP Neural Network
    Wang, Yuanbin
    Duan, Yu
    Li, Yuanyuan
    Wu, Huaying
    [J]. ENGINEERING LETTERS, 2023, 31 (02) : 554 - 561
  • [10] Research on Pattern Recognition Based on BP Neural Network
    Wang, Yonglin
    Liu, Yan
    Che, Shengbing
    [J]. ADVANCED RESEARCH ON MATERIAL ENGINEERING, CHEMISTRY AND BIOINFORMATICS, PTS 1 AND 2 (MECB 2011), 2011, 282-283 : 161 - +
12345