Article | Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016 | Application of Musical Expression Generation System to Learning Support of Musical Representation Linköping University Electronic Press Conference Proceedings
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Title:
Application of Musical Expression Generation System to Learning Support of Musical Representation
Author:
Mio Suzuki: Department of Creative Engineering National Institute of Technology, Kushiro College 2-32-1 Otanoshike-Nishi, Kushiro, Hokkaido 084-0916, Japan
DOI:
10.3384/ecp171421088
Download:
Full text (pdf)
Year:
2018
Conference:
Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016
Issue:
142
Article no.:
160
Pages:
1088-1094
No. of pages:
7
Publication type:
Abstract and Fulltext
Published:
2018-12-19
ISBN:
978-91-7685-399-3
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Publisher:
Linköping University Electronic Press, Linköpings universitet


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This paper proposes a learning support system of musical representation by piano using teacher’s example of musical expression that is generated based on impression expressed by an adjective with our musical expression generation system. The system evaluates learner’s performance comparing with teacher’s example using a Kansei space and fuzzy rules expressing the relationship between musical expression and impression. The system presents good points of learner’s performance and advice by text to a learner for improvement of learner’s musical representation. A learner tries to improve his/her own performance based on system’s advice, and the system presents other advice again. From the experimental results, it is show that the proposed system is useful to learn musical representation and an approach of the proposed system is suitable because the af?rmative evaluation is obtained from the participants who have taken piano lesson. On the other hand, it is found that to learn musical representation is dif?cult using the proposed system for learner of low-performance skills.

Keywords: musical expression, impression, fuzzy inference, learning support system

Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016

Author:
Mio Suzuki
Title:
Application of Musical Expression Generation System to Learning Support of Musical Representation
DOI:
http://dx.doi.org/10.3384/ecp171421088
References:
No references available

Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016

Author:
Mio Suzuki
Title:
Application of Musical Expression Generation System to Learning Support of Musical Representation
DOI:
https://doi.org10.3384/ecp171421088
Note: the following are taken directly from CrossRef
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Last updated: 2019-10-02