Inversion of articulatory-to-acoustic transformation in the vocal tract by a computer-sorting technique
| Autor: | B. Atal, M. V. Mathews, J. J. Chang, John W. Tukey |
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| Rok vydání: | 1978 |
| Předmět: |
Glottis
Acoustics and Ultrasonics Computers Numerical analysis Acoustics Mathematical analysis Inversion (meteorology) Models Biological Lip Acoustic space Formant Arts and Humanities (miscellaneous) Speech Production Measurement Linearization Phonetics Humans Speech Single point Vocal tract Mathematics |
| Zdroj: | The Journal of the Acoustical Society of America. 63(5) |
| ISSN: | 0001-4966 |
| Popis: | We present numerical methods for studying the relationship between the shape of the vocal tract and its acoustic output. For a stationary vocal tract, the articulatory-acoustic relationship can be represented as a multidimensional function of a multidimensional argument: y=f(x), where x, y are vectors describing the vocal-tract shape and the resulting acoustic output, respectively. Assuming that y may be computed for any x, we develop a procedure for inverting f(x). Inversion by computer sorting consists of computing y for many values of x and sorting the resulting (y,x) pairs into a convenient order according to y; x for a given y is then obtained by looking up y in the sorted data. Application of this method for determining parameters of an articulatory model corresponding to a given set of formant frequencies is presented. A method is also described for finding articulatory regions (fibers) which map into a single point in the acoustic space. The local nature of f(x) is determined by linearization in a small neighborhood. Larger regions are explored by extending the linear neighborhoods in small steps. This method was applied for the study of compensatory articulation. Sounds produced by various articulations along a fiber were synthesized and were compared by informal listening tests. These tests show that, in many cases of interest, a given sound could be produced by many different vocal-tract shapes. |
| Databáze: | OpenAIRE |
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