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Modeling the Co-occurrence Principles of the Consonant Inventories: A Complex Network Approach

机译:建模辅音清单的共现原理:复杂的网络方法

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摘要

Speech sounds of the languages all over the world show remarkable patterns of cooccurrence. In this work, we attempt to automatically capture the patterns of cooccurrence of the consonants across languages and at the same time figure out the nature of the force leading to the emergence of such patterns. For this purpose we define a weighted network where the consonants are the nodes and an edge between two nodes (read consonants) signify their co-occurrence likelihood over the consonant inventories. Through this network we identify communities of consonants that essentially reflect their patterns of co-occurrence across languages. We test the goodness of the communities and observe that the constituent consonants frequently occur in such groups in real languages also. Interestingly, the consonants forming these communities reflect strong correlations in terms of their features, which indicate that the principle of feature economy acts as a driving force towards community formation. In order to measure the strength of this force we propose an information theoretic definition of feature economy and show that indeed the feature economy exhibited by the consonant communities are substantially better than those if the consonant inventories had evolved just by chance.
机译:世界各地语言的语音都显示出不同寻常的共现模式。在这项工作中,我们尝试自动捕获跨语言的辅音共现模式,同时找出导致这种模式出现的力量的性质。为此,我们定义了一个加权网络,其中辅音是节点,两个节点(读取的辅音)之间的边表示它们在辅音清单上的共现可能性。通过这个网络,我们确定了辅音社区,这些辅音社区实质上反映了它们在多种语言中共现的模式。我们测试了社区的优劣,并观察到辅音也经常以真实语言出现在此类群体中。有趣的是,构成这些社区的辅音在其特征方面反映出很强的相关性,这表明特征经济原理是推动社区形成的动力。为了测量这种力量的强度,我们提出了特征经济的信息理论定义,并表明,辅音群体所展示的特征经济确实比辅音库存只是偶然发展的情况要好得多。

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