DocumentCode
3177948
Title
Analysis of breathy voice based on excitation characteristics of speech production
Author
Thati, Sathya Adithya ; Bollepalli, Bajibabu ; Bhaskararao, Peri ; Yegnanarayana, B.
Author_Institution
Speech & Vision Lab., Int. Inst. of Inf. Technol., Hyderabad, India
fYear
2012
fDate
22-25 July 2012
Firstpage
1
Lastpage
5
Abstract
The objective of this paper is to find the fundamental difference between breathy and modal voices based on differences in speech production as reflected in the signal. We propose signal processing methods for analyzing the phonation in breathy voice. These methods include technique of zero-frequency filtering, loudness measurement, computation of periodic to aperiodic energy ratio and extraction of formants and their amplitudes using group-delay based technique. Parameters derived using these methods capture the excitation source characteristics which play a prominent role in deciding the voice quality. Classification of vowels into breathy or modal voice is achieved with an accuracy of 93.93% using the loudness measure.
Keywords
filtering theory; speech processing; breathy voice analysis; excitation source characteristics; formant extraction; fundamental difference; group-delay-based technique; loudness measurement; modal voice; periodic-aperiodic energy ratio; phonation analysis; signal processing method; speech production; voice quality; vowel classification; zero-frequency filtering; Acoustic measurements; Acoustics; Harmonic analysis; Muscles; Noise; Production; Speech; Breathy voice; PAP; excitation characteristics; loudness measure; modal voice; zero-frequency filtering;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications (SPCOM), 2012 International Conference on
Conference_Location
Bangalore
Print_ISBN
978-1-4673-2013-9
Type
conf
DOI
10.1109/SPCOM.2012.6290015
Filename
6290015
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