Generation of articulatory movements by using a kinematic triphone model.

The method described here predicts the trajectories of articulatory movements for continuous speech by using a kinematic triphone model and the minimum-acceleration model. The kinematic triphone model, which is constructed from articulatory data obtained from experiments using an electro-magnetic articulographic system, is characterized by three kinematic features of a triphone and by the intervals between two successive phonemes in the triphone. After a kinematic feature of a phoneme in a given sentence is extracted, the minimum-acceleration trajectory that coincides with the extremum of the time integral of the squared magnitude of the articulator acceleration is formulated. The calculation of the minimum acceleration requires only linear computation. The method predicts both the qualitative features and the quantitative details of experimentally observed articulation.

[1]  L. S. Pontryagin,et al.  Mathematical Theory of Optimal Processes , 1962 .

[2]  Eric Vatikiotis-Bateson,et al.  Neural network modeling of speech motor control , 1992, ICSLP.

[3]  Masaaki Honda,et al.  Relations between utterance speed and articulatory movements , 1999, EUROSPEECH.

[4]  M H Cohen,et al.  Electromagnetic midsagittal articulometer systems for transducing speech articulatory movements. , 1992, The Journal of the Acoustical Society of America.

[5]  Wayne A. Wickelgran Context-sensitive coding, associative memory, and serial order in (speech) behavior. , 1969 .

[6]  Gérard Bailly,et al.  Formant trajectories as audible gestures: An alternative for speech synthesis , 1991 .

[7]  Eric Vatikiotis-Bateson,et al.  The articulatory dynamics of running speech: gestures from phonemes? , 1992, ICSLP.

[8]  Michael I. Jordan,et al.  Trading relations between tongue-body raising and lip rounding in production of the vowel /u/: a pilot "motor equivalence" study. , 1993, The Journal of the Acoustical Society of America.

[9]  Louis Goldstein,et al.  Gesture, Segment, Prosody: “Targetless” schwa: an articulatory analysis , 1992 .

[10]  Masaaki Honda,et al.  Trajectory formation of articulatory movements for a given sequence of phonemes , 1998, ICSLP.

[11]  Osamu Fujimura,et al.  C/D model: A computational model of phonetic implementation , 1992, Language Computations.

[12]  Masaaki Honda,et al.  A trajectory formation model of articulatory movements using a multidimensional phonemic task , 1999, EUROSPEECH.

[13]  T. Kaburagi,et al.  Statistical analysis of a phonemic target in articulatory movements , 1996 .

[14]  P. Schönle,et al.  Electromagnetic articulography: Use of alternating magnetic fields for tracking movements of multiple points inside and outside the vocal tract , 1987, Brain and Language.

[15]  Masaaki Honda,et al.  A model of articulator trajectory formation based on the motor tasks of vocal‐tract shapes , 1996 .

[16]  Raymond D. Kent,et al.  The Segmental Organization of Speech , 1983 .

[17]  Masaaki Honda,et al.  Trajectory formation in sequential arm movements: a critical investigation of optimization approach to human movement control , 1992, [Proceedings] 1992 IEEE International Conference on Systems, Man, and Cybernetics.

[18]  T. Flash,et al.  The coordination of arm movements: an experimentally confirmed mathematical model , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[19]  Kenneth N. Stevens,et al.  On the quantal nature of speech , 1972 .

[20]  Masaaki Honda,et al.  A dynamical articulatory model using potential task representation , 1994, ICSLP.

[21]  L Saltzman Elliot,et al.  A Dynamical Approach to Gestural Patterning in Speech Production , 1989 .

[22]  T. Kaburagi,et al.  Determination of sagittal tongue shape from the positions of points on the tongue surface. , 1994, The Journal of the Acoustical Society of America.

[23]  R. Krakow Physiological organization of syllables: a review , 1999 .

[24]  A Löfqvist,et al.  Interarticulator phasing, locus equations, and degree of coarticulation. , 1999, The Journal of the Acoustical Society of America.