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- W121102356 abstract "Abstract A dynamical model of rhythm production is presented. Thismodel is meant to generate segmental duration from theinterplay between a dynamical rhythmic system and a gesturalscore representation. The rhythmic level is being implementedby a coupled-oscillator system, which delivers V-to-V sizebeats to the gestural score. To explain segment and pauseacoustic durations, the interaction between rhythmic andgestural representations is achieved by a recurrent neuralnetwork. The model exhibits cognitively plausible languageuniversal and language-specific phonetic properties, whichexplain the variability of acoustic duration data. 1. Introduction The dynamical approach to cognition [1] advocates that“natural cognitive systems are dynamical systems and are bestunderstood from the perspective of dynamics” or, in classicalterms, “to ignore movement it to ignore Nature” (Aristotle).Scientists “understand” a natural system when they are able toadequately model such a system, that is, when the variabilityexhibited at the model output closely follows the variability ofnatural data in response to equivalent input. Speaking orhearing subsume the interplay between two kinds ofknowledge: cognitive representations (lower dimensional),and biomechanical and biochemical systems (higherdimensional).Unfortunately, few models of speech productionadequately capture these two kinds of knowledge, maybebecause they involve the integration of discrete and realvariables.The two speech production models presented in the nextsection constitute an exception to that. On the other hand,recent technological solutions to speech synthesis ignorerelevant issues in speech production modeling altogether." @default.
- W121102356 created "2016-06-24" @default.
- W121102356 creator A5014836364 @default.
- W121102356 date "2001-09-03" @default.
- W121102356 modified "2023-10-18" @default.
- W121102356 title "Generating duration from a cognitively plausible model of rhythm production" @default.
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- W121102356 doi "https://doi.org/10.21437/eurospeech.2001-190" @default.
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