Title :
Dual Parameters for Voiced-Unvoiced Speech Signal Determination
Author :
Arifianto, Dhany
Author_Institution :
Dept. of Eng. Phys., Sepuluh Nopember Inst. of Technol., Indonesia
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;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.367021