DocumentCode
230207
Title
A modified Wiener filter suitable for separation of individual instrumental sounds in monaural music signals
Author
Fukayama, Yukio
Author_Institution
Dept. of Electr. Syst. Eng., Hiroshima Inst. of Technol., Hiroshima, Japan
fYear
2014
fDate
24-26 June 2014
Firstpage
1
Lastpage
4
Abstract
A FIR filter which is suitable for distilling sound of a part played by a particular instrument from a music ensemble is discussed in this report. The filter separates a monaural music signal into individual tones of every pitch with a particular timbre, the combination of which provides melodies played by an instrument. A mixture of strongly correlated signals such as the same pitch tones by different instruments can be processed by the proposed FIR filter to separate them which is modified from the discrete-time Wiener filter combined with a window and an evaluation method of current statistics of the mixture in the frequency-domain.
Keywords
Wiener filters; correlation methods; frequency-domain analysis; music; source separation; FIR filter; correlated signals; discrete-time Wiener filter; evaluation method; frequency-domain; individual instrumental sound separation; monaural music signal separation; monaural music signals; music ensemble; sound distillation; Correlation; Instruments; Maximum likelihood detection; Multiple signal classification; Music; Standards; Wiener filters; monaural signal separation; music signal processing; statistical least squares; time-domain design;
fLanguage
English
Publisher
ieee
Conference_Titel
Norbert Wiener in the 21st Century (21CW), 2014 IEEE Conference on
Conference_Location
Boston, MA
Type
conf
DOI
10.1109/NORBERT.2014.6893934
Filename
6893934
Link To Document