Title :
Characterizing singing voice fundamental frequency trajectories
Author :
Devaney, Johanna C. ; Mandel, Michael I. ; Fujinaga, Ichiro
Author_Institution :
McGill Univ., Montreal, QC, Canada
Abstract :
This paper evaluates the utility of the Discrete Cosine Transform (DCT) for characterizing singing voice fundamental frequency (F0) trajectories. Specifically, it focuses on the use of the 1st and 2nd DCT coefficients as approximations of slope and curvature. It also considers the impact of vocal vibrato on the DCT calculations, including the influence of segmentation on the consistency of the reported DCT coefficient values. These characterizations are useful for describing similarities in the evolution of the fundamental frequency in different notes. Such descriptors can be applied in the areas of performance analysis and singing synthesis.
Keywords :
audio signal processing; discrete cosine transforms; speech processing; curvature approximations; discrete cosine transform; fundamental frequency trajectories; singing voice; slope approximations; Acoustics; Discrete cosine transforms; Noise; Polynomials; Robustness; Shape; Trajectory; DCT; F0 characterization; singing;
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011 IEEE Workshop on
Conference_Location :
New Paltz, NY
Print_ISBN :
978-1-4577-0692-9
Electronic_ISBN :
1931-1168
DOI :
10.1109/ASPAA.2011.6082333