Automated Composing System for Sub-melody Using HMM: A Support System for Composing Music

被引：0
|
作者：
Yamanishi, Ryosuke [1 ]
Akita, Keisuke [1 ]
Kato, Shohei [1 ]
机构：
[1] Nagoya Inst Technol, Dept Comp Sci & Engn, Grad Sch Engn, Showa Ku, Nagoya, Aichi 4668555, Japan
来源：
ENTERTAINMENT COMPUTING - ICEC 2010 | 2010年 / 6243卷
关键词：
automated composing; HMM; machine learning; music;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We propose an automated composing system for sub-melodies focusing especially on pitch and rhythm. We constructed the system using a Hidden Markov Model (HMM). In a composing experiment, we obtained various melodies depending on the song set used for learning, and the results suggest that this system call learn the features of song sets that are selected while considering music genres, music culture, or nuances of composers.
引用
收藏
页码：425 / 427
页数：3
相关论文
共 50 条
  • [41] Systemlessness in music - Composing without a system: a comparative study of systemlessness in the works of John Cage, Morton Feldman and Wolfgang Rihm
    Knockaert, Y
    ORDER AND DISORDER: MUSIC-THEORETICAL STRATEGIES IN 20TH-CENTURY MUSIC, 2004, (04): : 53 - 104
  • [42] China to Develop Rules for Composing a Standards System for Enterprise Energy Efficiency
    China Standardization, 2007, (05) : 34 - 34
  • [43] Music Relationship Visualization Based on Melody Transition Using Conditional Divergence for Music Browsing System
    Maekaku, Takashi
    Kasai, Hiroyuki
    2012 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2012, : 43 - 44
  • [44] An automatic group composition system for composing collaborative learning groups using enhanced particle swarm optimization
    Lin, Yen-Ting
    Huang, Yueh-Min
    Cheng, Shu-Chen
    COMPUTERS & EDUCATION, 2010, 55 (04) : 1483 - 1493
  • [45] Research on Semantic Web Services Composing System Based on Multi-Agent
    Luo, Junwei
    Luo, Huimin
    ADVANCES IN COMPUTER SCIENCE, INTELLIGENT SYSTEM AND ENVIRONMENT, VOL 1, 2011, 104 : 761 - +
  • [46] Research on Semantic Web Services composing system based on multi-agent
    Luo J.
    Luo H.
    Advances in Intelligent and Soft Computing, 2011, 104 : 761 - 766
  • [47] A content-based music retrieval system using representative melody index from music databases
    Won, JY
    Lee, JH
    Ku, K
    Park, J
    Kim, YS
    COMPUTER MUSIC MODELING AND RETRIEVAL, 2005, 3310 : 280 - 294
  • [48] INTERACTIVE GRAPHIC AND PROCESS CONTROLLED SYSTEM FOR COMPOSING AND SAMPLING LOOM CONSTRAINED DESIGNS
    DOONER, NP
    LOURIE, JR
    VELDERMA.P
    COMPUTER, 1974, 7 (04) : 45 - 49
  • [49] COMPOSING A STANDARD FOR ELECTRONIC CHART DISPLAY AND INFORMATION SYSTEM TYPE SPECIFIC TRAINING
    Komitov, Dimitar
    Angelova, Aleksandrina
    PEDAGOGIKA-PEDAGOGY, 2023, 95 (05): : 31 - 41
  • [50] Several front technical researches of composing element in urban rail transit system
    Qian, QQ
    He, ZY
    PROCEEDINGS OF THE CHINA ASSOCIATION FOR SCIENCE AND TECHNOLOGY, VOL 1, NO 2, 2004, : 229 - 235
12345