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Information Structure and Efficiency in Speech Production

机译:语音生产中的信息结构与效率

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Speech is considered an efficient communication channel. This implies that the organization of utterances is such that more speaking effort is directed towards important parts than towards redundant parts. Based on a model of incremental word recognition, the importance of a segment is defined as its contribution to word-disambiguation. This importance is measured as the segmental information content, in bits. On a labeled Dutch speech corpus it is then shown that crucial aspects of the information structure of utterances partition the segmental information content and explain 90% of the variance. Two measures of acoustical reduction, duration and spectral center of gravity, are correlated with the segmental information content in such a way that more important phonemes are less reduced. It is concluded that the organization of conventional information structure does indeed increase efficiency.
机译:语音被认为是一个有效的通信信道。这意味着话语组织使得更多的说话努力被引导到重要的部件而不是朝向冗余零件。基于增量字识别的模型,段的重要性被定义为其对词语消歧的贡献。该重要性被测量为分段信息内容,以位。然后,在标记的荷兰语音语料库上,然后表明话语信息结构的关键方面分区分段信息内容并解释了90%的方差。两个声学减少,持续时间和光谱重心的两个测量与节段性信息内容相关联,这种内容更重要的音素减少。结论是,传统信息结构的组织确实增加了效率。

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