Title :
Evaluation of Sinusoidal Modeling for Polyphonic Music Signal
Author :
Igarashi, Yoichiro ; Ito, Minora ; Ito, Akinori
Author_Institution :
Grad. Sch. of Eng., Tohoku Univ., Sendai, Japan
Abstract :
There are various kinds of sound signal analysis methods. Sinusoidal modeling, one of those signal analysis method, is based on the idea that all sound signal can be expressed as the sum of sinusoidal components of which instantaneous frequency and amplitude continuously vary with time. Sinusoidal modeling is known as a good model for sound signals, but it has been applied to the data which had only one sound source such as voiced speech or sounds of one instrument. In this paper, we applied sinusoidal modeling to polyphonic music signals and evaluated the accucary of the modeling. As a result, we found that sinusoidal modeling worked well even for polyphonic music signals as long as they do not contain noise-like sounds such as drums.
Keywords :
acoustic signal processing; music; instantaneous frequency; polyphonic music signal; sinusoidal components; sinusoidal modeling evaluation; sound signal analysis methods; voiced speech; Analytical models; Computational modeling; Instruments; Multiple signal classification; Music; Speech; Speech processing; local vector transform; music signal analysis; polyphonic music; sinusoidal modeling;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2013 Ninth International Conference on
Conference_Location :
Beijing
DOI :
10.1109/IIH-MSP.2013.121