This work presents a procedure for the estimation of a two-mass vocal fold model starting from a time-varying target flow signal. The model is specified by a large number of physical parameters, computed as functions of four articulatory parameters (three laryngeal muscle activations and subglottal pressure). Flow waveforms synthesized by the model are characterized by means of a set of typical voice source quantification acoustic parameters. Given a sequences of target acoustic parameters, dynamic programming techniques and interpolation based on Radial Basis Function Networks are used to derive sequences of articulatory parameters that lead to resynthesis of the target signal.
Estimation of a physical model of the vocal folds via dynamic programming techniques / E. Marchetto, F. Avanzini, C. Drioli (ATTI). - In: Models and analysis of vocal emissions for biomedical applications / [a cura di] C. Manfredi. - [s.l] : Firenze University Press, 2007. - ISBN 9788884536747. - pp. 129-132 (( Intervento presentato al 5. convegno International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications tenutosi a Firenze nel 2007.
Estimation of a physical model of the vocal folds via dynamic programming techniques
F. Avanzini;
2007
Abstract
This work presents a procedure for the estimation of a two-mass vocal fold model starting from a time-varying target flow signal. The model is specified by a large number of physical parameters, computed as functions of four articulatory parameters (three laryngeal muscle activations and subglottal pressure). Flow waveforms synthesized by the model are characterized by means of a set of typical voice source quantification acoustic parameters. Given a sequences of target acoustic parameters, dynamic programming techniques and interpolation based on Radial Basis Function Networks are used to derive sequences of articulatory parameters that lead to resynthesis of the target signal.| File | Dimensione | Formato | |
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