We discuss the use of low-dimensional physical models of the voice source for speech coding and processing applications. A class of waveform-adaptive dynamic glottal models and parameter tracking procedures are illustrated. The model and analysis procedures are assessed by addressing signal transformations on recorded speech, achievable by fitting the model to the data, and then acting on the physically-oriented parameters of the voice source. The class of models proposed provides in principle a tool for both the estimation of glottal source signals, and the encoding of the speech signal for transformation purposes. The application of this model to time stretching and to frequency control (pitch shifting) is also illustrated. The experiments show that copy synthesis is perceptually almost indistinguishable form the target, and that time stretching and ”pitch extrapolation” effects can be obtained by simple control strategies

Speech modeling and processing by low-dimensional dynamic glottal models

CALANCA, Andrea;DRIOLI, Carlo
2012

Abstract

We discuss the use of low-dimensional physical models of the voice source for speech coding and processing applications. A class of waveform-adaptive dynamic glottal models and parameter tracking procedures are illustrated. The model and analysis procedures are assessed by addressing signal transformations on recorded speech, achievable by fitting the model to the data, and then acting on the physically-oriented parameters of the voice source. The class of models proposed provides in principle a tool for both the estimation of glottal source signals, and the encoding of the speech signal for transformation purposes. The application of this model to time stretching and to frequency control (pitch shifting) is also illustrated. The experiments show that copy synthesis is perceptually almost indistinguishable form the target, and that time stretching and ”pitch extrapolation” effects can be obtained by simple control strategies
9781622767595
speech synthesis; glottal modeling
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11562/501952
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