DocumentCode
610432
Title
T-Music: A melody composer based on frequent pattern mining
Author
Cheng Long ; Wong, Raymond Chi-Wing ; Sze, R.K.W.
Author_Institution
Hong Kong Univ. of Sci. & Technol., Hong Kong, China
fYear
2013
fDate
8-12 April 2013
Firstpage
1332
Lastpage
1335
Abstract
There are a bulk of studies on proposing algorithms for composing the melody of a song automatically with algorithms, which is known as algorithmic composition. To the best of our knowledge, none of them took the lyric into consideration for melody composition. However, according to some recent studies, within a song, there usually exists a certain extent of correlation between its melody and its lyric. In this demonstration, we propose to utilize this type of correlation information for melody composition. Based on this idea, we design a new melody composition algorithm and develop a melody composer called T-Music which employs this composition algorithm.
Keywords
data mining; music; T-Music; algorithmic composition; correlation information; frequent pattern mining; melody composer; melody composition algorithm; Algorithm design and analysis; Automata; Buildings; Correlation; Databases; Probabilistic logic; Stress; frequent pattern mining; melody composition; probabilistic automaton;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Engineering (ICDE), 2013 IEEE 29th International Conference on
Conference_Location
Brisbane, QLD
ISSN
1063-6382
Print_ISBN
978-1-4673-4909-3
Electronic_ISBN
1063-6382
Type
conf
DOI
10.1109/ICDE.2013.6544937
Filename
6544937
Link To Document