- 1、本文档共5页,可阅读全部内容。
- 2、有哪些信誉好的足球投注网站(book118)网站文档一经付费(服务费),不意味着购买了该文档的版权,仅供个人/单位学习、研究之用,不得用于商业用途,未经授权,严禁复制、发行、汇编、翻译或者网络传播等,侵权必究。
- 3、本站所有内容均由合作方或网友上传,本站不对文档的完整性、权威性及其观点立场正确性做任何保证或承诺!文档内容仅供研究参考,付费前请自行鉴别。如您付费,意味着您自己接受本站规则且自行承担风险,本站不退款、不进行额外附加服务;查看《如何避免下载的几个坑》。如果您已付费下载过本站文档,您可以点击 这里二次下载。
- 4、如文档侵犯商业秘密、侵犯著作权、侵犯人身权等,请点击“版权申诉”(推荐),也可以打举报电话:400-050-0827(电话支持时间:9:00-18:30)。
查看更多
《IMECS2016_pp546-550》.pdf
Automatic Musical Pattern Feature Extraction
Using Convolutional Neural Network
∗ ∗ ∗
Tom LH. Li, Antoni B. Chan and Andy HW. Chun
Abstract—Music genre classification has been a is adopted in image information retrieval tasks. Migrat-
challenging yet promising task in the field of music ing technologies from another research field brings new
information retrieval (MIR). Due to the highly elu- opportunities to break through the current bottleneck of
sive characteristics of audio musical data, retrieving music genre classification. The proposed musical pat-
informative and reliable features from audio signals is tern feature extractor has advantages in several aspects.
crucial to the performance of any music genre classi-
It requires minimal prior knowledge to build up. Once
fication system. Previous work on audio music genre
obtained, the process of feature extraction is highly ef-
classification systems mainly concentrated on using
timbral features, which limits the performance. To ficient. These two advantages guarantee the scalability
address this problem, we propose a novel approach to of our feature extractors. Moreover, our musical pattern
extract musical pattern features in audio music using features are complementary to other main-stream feature
convolutional neural network (CNN), a model widely sets used in other classification systems. Our experiments
adopted in image information retrieval tasks. Our show that mus
您可能关注的文档
- 《how to write a paper》.pdf
- 《How to write a SCI paper》.ppt
- 《How To Write A Scientific Paper For A Peer-Reviewed Journal》.pdf
- 《How to Write a Scientific Paper》.doc
- 《HOW TO WRITE A WORLD CLASS PAPER》.ppt
- 《How to Write an A+ Research Paper》.ppt
- 《How to write and publish a SCI paper》.ppt
- 《How to write Sci paper》.ppt
- 《How Toyota Became No 1》.pdf
- 《how-to-not-write-a-device-driver-paper》.pdf
最近下载
- 人教版英语八年级上Unit3整单元课件(共190张ppt).ppt
- 茶叶加工工(高级、三级)理论考试复习题库(含答案).docx
- 数据通信基础认知—数据通信系统的基本概念.pptx
- 2024年宠物食品行业分析报告:从零食到主粮,从代工依赖到海内外均衡发展.pdf
- 床上用品供货及售后服务方案.docx VIP
- 一种双偏振雷达降水优化反演方法.pdf VIP
- 亲子农场体验园设计.pptx
- 刘京焕财政学模拟测试题.doc VIP
- 荣威-360-产品使用说明书-荣威360PLUS 1.5L 自动尊享版-CSA7154ADAC-荣威360用户手册-2018.7.11.pdf
- 财政学原理刘京焕陈志勇李景友第十章节.ppt
文档评论(0)