DocumentCode
2703526
Title
Dual Parameters for Voiced-Unvoiced Speech Signal Determination
Author
Arifianto, Dhany
Author_Institution
Dept. of Eng. Phys., Sepuluh Nopember Inst. of Technol., Indonesia
Volume
4
fYear
2007
fDate
15-20 April 2007
Abstract
This paper describes the application of the notion of instantaneous frequency amplitude spectrum (IFAS) to discriminate voiced and unvoiced segment of speech signal. The classification procedures of speech signal into voiced and unvoiced is determined by using harmonicity measure acquired after evaluating instantaneous frequency amplitude spectrum. For accuracy improvement, we use secondary parameter during transition from voiced-to-unvoiced and unvoiced-to-unvoiced to confirm the voiced area estimated by IFAS. Entropy of magnitude spectrum and instantaneous power are considered in this investigation. The performance of the dual method is compared to single thresholding using IFAS and also ESPS, AMDF and TEMPO to demonstrate its effectiveness.
Keywords
speech processing; dual parameters; harmonicity measure; instantaneous frequency amplitude spectrum; magnitude spectrum; speech signal; voiced-unvoiced speech signal determination; Acoustic measurements; Band pass filters; Electrostatic precipitators; Entropy; Fourier transforms; Frequency estimation; Frequency measurement; Physics; Power measurement; Speech analysis; entropy; harmonicity measure; instantaneous frequency; instantaneous power; voiced/unvoiced determination;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.367021
Filename
4218209
Link To Document