DocumentCode :
3404277
Title :
A Computationally Efficient Scheme for Dominant Harmonic Source Separation
Author :
Lagrange, Mathieu ; Martins, Luis Gustavo ; Tzanetakis, George
Author_Institution :
Music Technol. Group, McGill Univ., Montreal, QC
fYear :
2008
fDate :
March 31 2008-April 4 2008
Firstpage :
165
Lastpage :
168
Abstract :
The leading voice is an important feature of musical pieces and can often be considered as the dominant harmonic source. We propose in this paper a new scheme for the purpose of efficient dominant harmonic source separation. This is achieved by considering an harmonicity cue which is first compared with state-of-the-art cues using a generic evaluation methodology. The proposed separation scheme is then compared to a generic computational auditory scene analysis framework. Computational speed-up and performance comparison is done using source separation and music information retrieval tasks.
Keywords :
audio signal processing; information retrieval; music; source separation; dominant harmonic source separation; generic computational auditory scene analysis framework; generic evaluation methodology; leading voice; music information retrieval tasks; musical pieces; state-of-the-art cues; Computer science; Councils; Frequency estimation; Image analysis; Iterative algorithms; Lagrangian functions; Music information retrieval; Physics computing; Source separation; Telecommunication computing; Audio Source Separation; Auditory Scene Analysis; Harmonicity; Music Information Retrieval; Sinusoidal Modeling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location :
Las Vegas, NV
ISSN :
1520-6149
Print_ISBN :
978-1-4244-1483-3
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2008.4517572
Filename :
4517572
Link To Document :
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