中文歌词文本的情感分类综述  

A Review of the Emotional Classification of Chinese Lyrics

作　　者：杨帆[1] 余华平[1] YANG Fan;YU Hua-ping(Yangtze University,Jingzhou 434023,China)

机构地区：[1]长江大学,湖北荆州434023

出　　处：《电脑知识与技术》2021年第3期207-208,215,共3页Computer Knowledge and Technology

摘　　要：随着生活条件的普遍提高,人们从物质文化需求转为更高的精神追求,音乐因为蕴含着丰富的情感,自然就成人们发泄、享受生活必不可少的一部分。音乐是情感表达的一种重要形式,也就是说情感是音乐语义信息中最重要的成分之一,歌词的情感分类在音乐的检索和推荐等方面应用广泛,情感分类算法的优劣决定了用户能找到适合的音乐,音乐厂商能留住更多的用户。With the general improvement of living conditions,people have changed from material and cultural needs to higher spiri⁃tual pursuits.Music,because it contains rich emotions,naturally becomes an indispensable part for people to vent and enjoy life.Music is an important form of emotion expression,that is to say,emotion is one of the most important components in music seman⁃tic information.Emotion classification of lyrics is widely used in music retrieval and recommendation,etc.The quality of emotion classification algorithm determines that users can find suitable music and music manufacturers can retain more users.

关 键 词：情感分类 分类算法 深度学习 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]