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 :
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