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Mandarin Prosodic Break Automatic Detection Based on Complementary Model
基于互补模型的汉语韵律间断自动检测

Keywords: Prosodic break,Complementary model,Boosting classification and regression trec(CART),Conditional random fields(CRFs),Neural network(NN),Support vector machine(SVM)
韵律间断,互补模型,Boosting分类回归树,条件随机场,神经网络,支持向量机

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Abstract:

Automatic prosodic break detection and annotation are important for both speech understanding and natural speech synthesis.We developed complementary model to detect Mandarin prosodic break by using acoustic,lexical and syntactic evidence.Our proposed method has the following advantages:(1) We do not adopt the independent assumption between the acoustic features and the lexical and syntactic features.(2) The complementary models not only in the features of the current syllable but also in the contextual fea...

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