DocumentCode :
404822
Title :
Pitch estimation of polyphonic songs using comb filters and singular value decomposition
Author :
Yamaguchi, Michiru ; Tadokoro, Yoshiaki
Author_Institution :
Dept. of Inf. & Comput. Sci., Toyohashi Univ. of Technol., Aichi, Japan
Volume :
1
fYear :
2003
fDate :
15-17 Oct. 2003
Firstpage :
375
Abstract :
A new pitch estimation method for song sounds using twelve comb filters and singular value decomposition (SVD) processing is presented. This method is based on the ability of a comb filter, corresponding to one tone, to eliminate the fundamental frequency and other harmonic frequencies, and also on the relationship between the number of singular values obtained from the SVD and the number of the signal harmonic components. The pitches can be estimated by using a set of twelve comb filters connected in parallel to eliminate one tone in the input, and by identifying outputs with a smaller number of singular values. Pitch estimation results for a duet and a trio with this method are presented.
Keywords :
acoustic signal processing; comb filters; frequency measurement; harmonic analysis; music; singular value decomposition; SVD processing; fundamental frequency; harmonic frequency components; musical transcription; parallel connected comb filters; polyphonic song pitch estimation; singular value decomposition; Acoustic signal processing; Artificial intelligence; Fluctuations; Frequency estimation; Information filtering; Information filters; Instruments; Power harmonic filters; Singular value decomposition; Transfer functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
TENCON 2003. Conference on Convergent Technologies for the Asia-Pacific Region
Print_ISBN :
0-7803-8162-9
Type :
conf
DOI :
10.1109/TENCON.2003.1273348
Filename :
1273348
Link To Document :
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