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
  • [31] Motion description and composing system for classic ballet animation on the Web
    Soga, A
    Endo, M
    Yasuda, T
    ROBOT AND HUMAN COMMUNICATION, PROCEEDINGS, 2001, : 134 - 139
  • [32] COMPOSING ROBOT PRODUCTION SYSTEMS - JAPAN AS A FLEXIBLE MANUFACTURING SYSTEM
    PATCHELL, J
    ENVIRONMENT AND PLANNING A, 1993, 25 (07) : 923 - 944
  • [33] Composing Heterogeneous Components for System-wide Performance Analysis
    Perathoner, Simon
    Lampka, Kai
    Thiele, Lothar
    2011 DESIGN, AUTOMATION & TEST IN EUROPE (DATE), 2011, : 842 - 847
  • [34] Design and Realization of Microgrid Composing of Photovoltaic and Energy Storage System
    Wang, Junliang
    Li, Xiaomeng
    Yang, Haijing
    Kong, Shengli
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON SMART GRID AND CLEAN ENERGY TECHNOLOGIES (ICSGCE 2011), 2011, 12
  • [35] Hitch Haiku: An Interactive Supporting System for Composing Haiku Poem
    Tosa, Naoko
    Obara, Hideto
    Minoh, Michihiko
    ENTERTAINMENT COMPUTING - ICEC 2008, 2008, 5309 : 209 - 216
  • [36] Composing requirements for goal-oriented system behaviors using an extended form of use case
    Lee, Y
    Ryoo, J
    Stach, JF
    Park, EK
    3RD IEEE SYMPOSIUM ON APPLICATION SPECIFIC SYSTEMS AND SOFTWARE ENGINEERING TECHNOLOGY, PROCEEDINGS, 2000, : 91 - 95
  • [37] COMPOSING OF GIS-BASED MINE LICENCE INFORMATION SYSTEM OF TURKEY
    Aci, Zeynep
    Pamukeu, Cagatay
    10TH INTERNATIONAL MULTIDISCIPLINARY SCIENTIFIC GEOCONFERENCE: SGEM 2010, VOL I, 2010, : 981 - +
  • [38] Specifying and composing interaction protocols for service-oriented system modelling
    Abreu, Joao
    Bocchi, Laura
    Fiadeiro, Jose Luiz
    Lopes, Antonia
    FORMAL TECHNIQUES FOR NETWORKED AND DISTRIBUTED SYSTEMS - FORTE 2007, 2007, 4574 : 358 - +
  • [39] Envisioning Collaboration: Group Verbal-Visual Composing in a System of Creativity
    Walker, Christon
    IEEE TRANSACTIONS ON PROFESSIONAL COMMUNICATION, 2011, 54 (02) : 215 - 216
  • [40] Composing Hierarchical Stochastic Model from SysML for System Availability Analysis
    Machida, Fumio
    Xiang, Jianwen
    Tadano, Kumiko
    Maeno, Yoshiharu
    2013 IEEE 24TH INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING (ISSRE), 2013, : 51 - 60
12345