DocumentCode :
3124391
Title :
Detailed morphological analysis of mandarin sustained steady vowels
Author :
Yuguang Wang ; Hongcui Wang ; Jiaqi Gao ; Jianguo Wei ; Jianwu Dang
Author_Institution :
Sch. of Comput. Sci. & Technol., Tianjin Univ., Tianjin, China
fYear :
2012
fDate :
5-8 Dec. 2012
Firstpage :
413
Lastpage :
416
Abstract :
One of important issues for speech production is to investigate the relation of acoustic features and fine morphological structures of the vocal tract. This study aims to examine morphological characteristics of Mandarin sustained vowels using a female vocal tract MRI data. To do so, image preprocessing, teeth superimposition, segmentation and volume reconstruction are carried out on the MRI volumetric images to extract 3D vocal tract shapes. Then area functions are extracted from vocal tract shapes by re-slicing the vocal tract with a set of grid planes. Nine Mandarin vowels are divided into three groups based on the size rate of pharyngeal/oral cavity. Detailed analysis of these area functions are performed within the groups. The morphological characteristics of the laryngeal cavity and side branches (namely the bilateral piriform fossae, epiglottic valleculae and inter-dental spaces) are also discussed. To evaluate morphological measurements, a comparison is carried out between formants measured from real speech sounds and those calculated ones from these area functions. Results suggested that the calculated formants are consistent with natural speech with a mean error of 4.6%.
Keywords :
acoustic signal processing; biomedical MRI; dentistry; image reconstruction; image segmentation; natural language processing; speech processing; 3D vocal tract shapes; MRI volumetric images; Mandarin sustained steady vowels; acoustic features; area functions; bilateral piriform fossae; epiglottic valleculae; female vocal tract MRI data; grid planes; image preprocessing; image segmentation; inter-dental spaces; laryngeal cavity; morphological analysis; morphological characteristics; morphological measurements; morphological structures; natural speech; oral cavity; pharyngeal cavity; real speech sounds; speech production; teeth superimposition; volume reconstruction; Acoustics; Area measurement; Cavity resonators; Magnetic resonance imaging; Production; Shape; Speech; MRI; Mandarin vowels; morphological analysis; vocal tract;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Chinese Spoken Language Processing (ISCSLP), 2012 8th International Symposium on
Conference_Location :
Kowloon
Print_ISBN :
978-1-4673-2506-6
Electronic_ISBN :
978-1-4673-2505-9
Type :
conf
DOI :
10.1109/ISCSLP.2012.6423492
Filename :
6423492
Link To Document :
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