Research on Music Emotion Classification Based on the Feature Model of Emotion Category Contribution

被引：0

作者：

Zhong, Jin ^{[1
,2
]}

Zhong, Wen-Zhe ^{[3
]}

Wu, Wei ^{[4
]}

机构：

[1] HeFei Normal Univ, Sch Comp Sci & Technol, Hefei 230061, Anhui, Peoples R China

[2] Chinese Univ Sci & Technol, Coll Comp Sci & Technol, Hefei, Anhui, Peoples R China

[3] Anhui Polytech Univ, Elect Engn Coll, Wuhu, Peoples R China

[4] Xi An Jiao Tong Univ, Dept Comp Sci & Technol, Xian, Shaanxi, Peoples R China

来源：

2018 INTERNATIONAL CONFERENCE ON BIG DATA AND ARTIFICIAL INTELLIGENCE (BDAI 2018) | 2018年

关键词：

vector space; Contribution model; Emotional classification; Dimension; Improved classification dimension decision fusion Introduction;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

There are problems in the text vector space model: the high dimension causes the sparsity of the vector space, the classification contribution is lower, and the classification accuracy, etc. The characteristic model for the contribution of special words to the emotion category is presented, An improved classification dimension decision fusion method based on the combination of audio features and lyrics features, Experimental results show that this method has good classification effect.

引用

页码：58 / 61

页数：4

共 50 条

[41] Automatic music emotion classification model for movie soundtrack subtitling based on neuroscientific premises
Maria Jose Lucia-Mulas
Pablo Revuelta-Sanz
Belen Ruiz-Mezcua
Israel Gonzalez-Carrasco
Applied Intelligence, 2023, 53 : 27096 - 27109
[42] Automatic music emotion classification model for movie soundtrack subtitling based on neuroscientific premises
Lucia-Mulas, Maria Jose
Revuelta-Sanz, Pablo
Ruiz-Mezcua, Belen
Gonzalez-Carrasco, Israel
APPLIED INTELLIGENCE, 2023, 53 (22) : 27096 - 27109
[43] Research on Intelligent Recognition and Classification Algorithm of Music Emotion in Complex System of Music Performance
Wang, Daliang
Guo, Xiaowen
COMPLEXITY, 2021, 2021
[44] Naive Bayes Classifiers for Music Emotion Classification Based on Lyrics
An, Yunjing
Sun, Shutao
Wang, Shujuan
2017 16TH IEEE/ACIS INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS 2017), 2017, : 635 - 638
[45] Research on Intelligent Recognition and Classification Algorithm of Music Emotion in Complex System of Music Performance
Wang, Daliang
Guo, Xiaowen
Complexity, 2021, 2021
[46] Emotion of Physiological Signals Classification Based on TS Feature Selection
Wang Yujing
Mo Jianlin
无线互联科技, 2015, (22) : 68 - 70+81
[47] Speech Emotion Feature Analysis Based on Emotion Fingerprints
Jiang, Yuantao
Deng, Kaifa
Wu, Chunxue
2018 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE APPLICATIONS AND TECHNOLOGIES (AIAAT 2018), 2018, 435
[48] EEG-Based Emotion Classification with Wavelet Entropy Feature
Song, Xiaolin
Kang, Qiaoju
Tian, Zekun
Yang, Yi
Yang, Sihao
Gao, Qiang
Song, Yu
2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 5685 - 5689
[49] EEG Emotion Classification Based on Multi-Feature Fusion
Liang, Mingjing
Wang, Lu
Wen, Xin
Cao, Rui
Computer Engineering and Applications, 2024, 59 (05) : 155 - 159
[50] Differential Entropy Feature for EEG-Based Emotion Classification
Duan, Ruo-Nan
Zhu, Jia-Yi
Lu, Bao-Liang
2013 6TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), 2013, : 81 - 84

← 1 2 3 4 5 →