DocumentCode
2802639
Title
Melody line estimation in homophonic music audio signals based on temporal-variability of melodic source
Author
Tachibana, Hideyuki ; Ono, Takuma ; Ono, Nobutaka ; Sagayama, Shigeki
Author_Institution
Grad. Sch. of Inf. Sci. & Technol., Univ. of Tokyo, Tokyo, Japan
fYear
2010
fDate
14-19 March 2010
Firstpage
425
Lastpage
428
Abstract
Estimation of melody line in homophonic music audio signals is a challenging subject of study. Some of the difficulties are derived from presence of accompanying components. To overcome those difficulties, we propose a method to enhance melodic components in music audio signals. The enhancement algorithm uses fluctuation and shortness of melodic components, which we call temporal-variability. We also discuss a melody tracking algorithm, which can be simple thanks to the preprocessing. In this paper, we describe the enhancement method and tracking method, and show the experimental results that supports the efficiency of our methods.
Keywords
acoustic signal processing; audio signals; musical acoustics; homophonic music audio signals; melodic component enhancement; melodic source; melody line estimation; melody tracking algorithm; temporal-variability; Acoustic noise; Anisotropic magnetoresistance; Bandwidth; Fluctuations; Humans; Information science; Multiple signal classification; Rhythm; Spectrogram; Time frequency analysis; harmonic-percussive sound separation; melodic component enhancement; melody transcription; temporal-variability;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location
Dallas, TX
ISSN
1520-6149
Print_ISBN
978-1-4244-4295-9
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2010.5495764
Filename
5495764
Link To Document