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Predominant Melody Extraction from Polyphonic Music Signals Based on Harmonic Structure
Jea-Yul YOON Chai-Jong SONG Hochong PARK
Publication
IEICE TRANSACTIONS on Information and Systems
Vol.E96-D
No.11
pp.2504-2507 Publication Date: 2013/11/01 Online ISSN: 1745-1361
DOI: 10.1587/transinf.E96.D.2504 Print ISSN: 0916-8532 Type of Manuscript: LETTER Category: Music Information Processing Keyword: melody extraction, multi-pitch extraction, polyphonic music, pitch tracking,
Full Text: PDF>>
Summary:
A new method for predominant melody extraction from polyphonic music signals based on harmonic structure is proposed. The proposed method first extracts a set of fundamental frequency candidates by analyzing the distance between spectral peaks. Then, the predominant fundamental frequency is selected by pitch tracking according to the harmonic strength of the selected candidates. Finally, the method runs pitch smoothing on a large temporal scale for eliminating pitch doubling error, and conducts voicing frame detection. The proposed method shows the best overall performance for ADC 2004 DB in the MIREX 2011 audio melody extraction task.
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