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Structural Representation and Matching of Articulatory Speech Structures based on the Evolving Transformation System (ETS) Formalism 2

机译:基于演化转换系统(ETS)形式主义的发音语音结构的结构表示和匹配2

摘要

A formal structural representation of speech consistent with the principles of combinatorial structure theory is presented in this paper. The representation is developed within the Evolving Transformation System (ETS) formalism and encapsulates speech processes at the articulatory level. We show how the class structure of several consonantal phonemes of English can be expressed with the help of articulatory gestures-the atomic combinatorial units of speech. As a preliminary step towards the design of a speech recognition architecture based on the structural approaches to physiology and articulatory phonology, we present an algorithm for the structural detection of phonemic class elements inside gestural ETS structures derived from continuous speech. Experiments designed to verify the adequacy of the hypothesised gestural class structure conducted on the MOCHA articulatory corpus are then described. Our experimental results support the hypothesis that the articulatory representation captures sufficient information for the accurate structural identification of the phonemic classes in question.
机译:本文提出了一种符合组合结构理论原理的语音结构形式表示。该表示法是在“演化转换系统”(ETS)形式主义内开发的,并在发音水平上封装了语音过程。我们展示了如何借助发音手势(即语音的原子组合单位)来表达英语的几种辅音音素的类结构。作为基于生理学和发音语音学的结构方法设计语音识别体系结构的第一步,我们提出了一种算法,用于从连续语音派生的手势ETS结构内部的音位类元素进行结构检测。然后介绍了旨在验证在MOCHA关节体上进行的假设姿势分类结构是否适当的实验。我们的实验结果支持这样的假说:发音表示捕获了足够的信息,可以对有关音素类别进行准确的结构识别。

著录项

  • 作者

    Gutkin Alexander; Gay David R;

  • 作者单位
  • 年度 2005
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
  • 中图分类

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