Analysis of breathy voice based on excitation characteristics of speech production | IEEE Conference Publication | IEEE Xplore

Analysis of breathy voice based on excitation characteristics of speech production


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. W...Show More

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.
Date of Conference: 22-25 July 2012
Date Added to IEEE Xplore: 30 August 2012
ISBN Information:
Print ISSN: 2165-0608
Conference Location: Bangalore, India

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