Title :
Model-Based Reproduction of Articulatory Trajectories for Consonant–Vowel Sequences
Author :
Birkholz, Peter ; Kröger, Bernd J. ; Neuschaefer-Rub, Christiane
Author_Institution :
Dept. of Phoniatrics, Pedaudiology, & Commun. Disorders, RWTH Aachen Univ., Aachen, Germany
fDate :
7/1/2011 12:00:00 AM
Abstract :
We present a novel quantitative model for the generation of articulatory trajectories based on the concept of sequential target approximation. The model was applied for the detailed reproduction of movements in repeated consonant-vowel syllables measured by electromagnetic articulography (EMA). The trajectories for the constrictor (lower lip, tongue tip, or tongue dorsum) and the jaw were reproduced. Thereby, we tested the following hypotheses about invariant properties of articulatory commands: (1) The target of the primary articulator for a consonant is invariant with respect to phonetic context, stress, and speaking rate. (2) Vowel targets are invariant with respect to speaking rate and stress. (3) The onsets of articulatory commands for the jaw and the constrictor are synchronized. Our results in terms of high-quality matches between observed and model-generated trajectories support these hypotheses. The findings of this study can be applied to the development of control models for articulatory speech synthesis.
Keywords :
approximation theory; speech processing; speech synthesis; articulatory command; articulatory speech synthesis; articulatory trajectory; consonant-vowel sequence; consonant-vowel syllables; constrictor trajectory; control model development; electromagnetic articulography; high-quality match; model-based reproduction; model-generated trajectory; phonetic context; quantitative model; sequential target approximation; speaking rate; stress rate; vowel target; Approximation methods; Context; Speech; Speech processing; Speech recognition; Tongue; Trajectory; Articulatory movement modeling; articulatory speech synthesis; speech production;
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
DOI :
10.1109/TASL.2010.2091632