Automatic Music Generation and Machine Learning Based Evaluation

被引：0

作者：

Kang, Semin ^{[1
]}

Ok, Soo-Yol ^{[1
]}

Kang, Young-Min ^{[1
]}

机构：

[1] TONGMYONG Univ, Pusan 608711, South Korea

来源：

MULTIMEDIA AND SIGNAL PROCESSING | 2012年 / 346卷

关键词：

Machine Learning; Automatic Music Composition; Automatic Music Evaluation; Backpropagation;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

This paper describes the automatic music composition system and automatic music evaluation system. The system composes short pieces of music by choosing some factors in music, such as pitch interval. timbre, tempo, rhythm. The most important features of the composition system include using the concept of mode, and density. mode control the pitch interval and densyty control the rhythm of music. We use Neural Network algorithm for automatic evaluation system of music. especially we used Back Propagation algorithm for objectification of user's taste.

引用

页码：436 / 443

页数：8

共 50 条

[31] Automatic Generation of Program Affinity Policies Using Machine Learning
Moore, Ryan W.
Childers, Bruce R.
[J]. COMPILER CONSTRUCTION, CC 2013, 2013, 7791 : 184 - 203
[32] On Automatic Generation of Training Images for Machine Learning in Automotive Applications
Hsieh, Tong-Yu
Lin, Yuan-Cheng
Shen, Hsin-Yung
[J]. 2019 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE CIRCUITS AND SYSTEMS (AICAS 2019), 2019, : 225 - 228
[33] Evaluation of Machine Learning Algorithms for Automatic Modulation Recognition
Hazar, Muhammed Abdurrahman
Odabasioglu, Niyazi
Ensari, Tolga
Kavurucu, Yusuf
[J]. NEURAL INFORMATION PROCESSING, PT I, 2015, 9489 : 208 - 215
[34] Automatic Music Playlist Generation based on Music-Programming of FM Radios
Furini, Marco
[J]. 2021 IEEE 18TH ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2021,
[35] Automatic Identification of Traditional Colombian Music Genres Based on Audio Content Analysis and Machine Learning Techniques
Cruz, Diego A.
Cristancho, Cristian C.
Camargo, Jorge E.
[J]. PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS (CIARP 2019), 2019, 11896 : 646 - 655
[36] RETRACTED: Research on Automatic Classification Method of Ethnic Music Emotion Based on Machine Learning (Retracted Article)
Wu, Zijin
[J]. JOURNAL OF MATHEMATICS, 2022, 2022
[37] A Deep Learning Model Generation Method for Code Reuse and Automatic Machine Learning
Lee, Keon Myung
Hwang, Kyoung Soon
Kim, Kwang Il
Lee, Sang Hyun
Park, Ki Sun
[J]. PROCEEDINGS OF THE 2018 CONFERENCE ON RESEARCH IN ADAPTIVE AND CONVERGENT SYSTEMS (RACS 2018), 2018, : 47 - 52
[38] LEARNING A MUSIC SIMILARITY MEASURE ON AUTOMATIC ANNOTATIONS WITH APPLICATION TO PLAYLIST GENERATION
Xiao, Linxing
Lu, Lie
Seide, Frank
Zhou, Jie
[J]. 2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, : 1885 - +
[39] RETRACTED: The Evaluation of Music Teaching in Colleges and Universities Based on Machine Learning (Retracted Article)
Xia Xiongjun
Lv, Danmeng
[J]. JOURNAL OF MATHEMATICS, 2022, 2022
[40] Automatic Recognition of Books Based on Machine Learning
Zhu, Beibei
Yang, Lei
Wu, Xiaoyu
Guo, Tianchu
[J]. 2015 3RD INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL AND BUSINESS INTELLIGENCE (ISCBI 2015), 2015, : 74 - 78

← 1 2 3 4 5 →