Title :
Morphological personalization of a physiological articulatory model
Author :
Nishimura, Nozomi ; Kawamoto, Shota ; Jianwu Dang ; Honda, Kazuhiro
Author_Institution :
Sch. of Inf. Sci., Japan Adv. Inst. of Sci. & Technol., Ishikawa, Japan
fDate :
Oct. 29 2013-Nov. 1 2013
Abstract :
A physiological articulatory model is capable of simulating movements of the articulatory organs together with their morphology, without limitation of the observation approaches and ethics. The model can be a tool for investigating an aspect of individual characteristics of speech, if it is adjusted to the form a particular speaker´s organs. This study reports our effort to personalize an articulatory model to multiple speakers. To do so, we propose a method for constructing personalized articulatory models based on the adaptation of a prototype model by transformation. Accordingly, new models were built for three speakers, which successfully reflected their morphological features. Also, the models were found to be able to simulate typical tongue movements in the same way as the prototype model performed.
Keywords :
biological organs; physiological models; speech processing; articulatory organ; morphological personalization; observation approach; observation ethic; physiological articulatory model; speaker organ; tongue movement; Adaptation models; Data models; Muscles; Physiology; Prototypes; Speech; Tongue;
Conference_Titel :
Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2013 Asia-Pacific
Conference_Location :
Kaohsiung
DOI :
10.1109/APSIPA.2013.6694153