Title :
Linear predictive analysis for ultrasonic speech
Author :
Ahmadi, Farzaneh ; McLoughlin, Ian Vince ; Sharifzadeh, Hamid Reza
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
Employing low-frequency ultrasonic waves to map vocal tract features is a novel research area that can lead to significant applications in speech rehabilitation for voice-loss patients, and in secure/unvoiced mobile telephony. An analytical formulation is presented to extend the extremely useful tool of linear predictive analysis from the one-dimensional audible speech domain to the three-dimensional ultrasonic speech space. The mathematical and physical analyses, supported by finite-element simulation results, prove the validity of the approach.
Keywords :
acoustic signal processing; finite element analysis; speech processing; telephony; ultrasonic waves; finite-element simulation; linear predictive analysis; low-frequency ultrasonic wave; mobile telephony; one-dimensional audible speech domain; speech rehabilitation; ultrasonic speech; vocal tract feature; voice-loss patient;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2010.3521