DocumentCode
3569151
Title
Instantaneous pitch estimation based on RAPT framework
Author
Azarov, Elias ; Vashkevich, Maxim ; Petrovsky, Alexander
Author_Institution
Comput. Eng. Dept., Belarusian State Univ. of Inf. & Radioelectron., Minsk, Belarus
fYear
2012
Firstpage
2787
Lastpage
2791
Abstract
The paper presents a pitch estimation technique based on the robust algorithm for pitch tracking (RAPT) framework. The proposed solution provides estimation of instantaneous pitch values and is not sensitive to rapid frequency modulations. The technique utilizes a different period candidate generating function based on instantaneous harmonic parameters. The function is similar to normalized cross-correlation function, however it represents momentary periodicity with high frequency resolution. The second major revision of RAPT is an additional post-processing procedure that makes estimation values more accurate. The proposed algorithm is compared with other pitch detection algorithms using artificial and natural signals.
Keywords
correlation methods; estimation theory; frequency modulation; signal resolution; speech processing; RAPT framework; artificial signal; estimation values; high frequency resolution; instantaneous harmonic parameters; instantaneous pitch estimation; instantaneous pitch values; momentary periodicity; natural signal; normalized cross-correlation function; period candidate generating function; pitch detection algorithms; pitch estimation technique; pitch tracking framework; post-processing procedure; rapid frequency modulations; robust algorithm; Estimation; Frequency estimation; Frequency modulation; Harmonic analysis; Power harmonic filters; Signal processing algorithms; Speech; RAPT; instantaneous harmonic parameters; instantaneous pitch estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
ISSN
2219-5491
Print_ISBN
978-1-4673-1068-0
Type
conf
Filename
6334169
Link To Document