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The Role of Prosody and Speech Register in Word Segmentation: A Computational Modelling Perspective

机译:韵律和语音寄存器在分词中的作用:计算模型的角度

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This study explores the role of speech register and prosody for the task of word segmentation. Since these two factors are thought to play an important role in early language acquisition, we aim to quantify their contribution for this task. We study a Japanese corpus containing both infant- and adult-directed speech and we apply four different word segmentation models, with and without knowledge of prosodic boundaries. The results showed that the difference between registers is smaller than previously reported and that prosodic boundary information helps more adult- than infant-directed speech.
机译:这项研究探讨了语音登记和韵律在分词任务中的作用。由于这两个因素被认为在早期语言习得中起着重要作用,因此我们旨在量化它们在这项任务中的贡献。我们研究了包含婴儿和成人定向语音的日语语料库,并在有或没有韵律边界知识的情况下应用了四种不同的分词模型。结果表明,寄存器之间的差异比以前报告的要小,韵律边界信息比婴儿指导的语音更有帮助。

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