Automatic prosodic clustering of humpback whales song

Gautier Picot, Olivier Adam, M. Bergounioux, Hervé Glotin, François-Xavier Mayer
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引用次数: 13

Abstract

We automatically segmented a humpback whale song using the Roger Payne's principle of sound unit and we patterned and automatically classified intonations of sound units thanks to an unsupervised algorithm to describe recurrent patterns. We determined 6 different patterns of intonation. Some different sound units present the same pattern of intonation and one sound unit can be submitted to different patterns of intonation. Intonation could be related to information's transmission between humpback whales while they are singing.
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座头鲸歌曲的自动韵律聚类
我们使用Roger Payne的声音单位原理自动分割了座头鲸的歌曲,我们通过无监督算法来描述循环模式,对声音单位的语调进行了图案化和自动分类。我们确定了6种不同的语调模式。一些不同的音单位呈现相同的语调模式,一个音单位可以呈现不同的语调模式。语调可能与座头鲸唱歌时信息的传递有关。
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